Prosecution Insights
Last updated: April 19, 2026
Application No. 18/302,502

Pulsed Neutron Determination of Borehole Fluid Hold-Up

Non-Final OA §103
Filed
Apr 18, 2023
Examiner
ALEXANDER, EMMA LYNNE
Art Unit
2857
Tech Center
2800 — Semiconductors & Electrical Systems
Assignee
Weatherford Technology Holdings LLC
OA Round
3 (Non-Final)
58%
Grant Probability
Moderate
3-4
OA Rounds
3y 4m
To Grant
68%
With Interview

Examiner Intelligence

Grants 58% of resolved cases
58%
Career Allow Rate
11 granted / 19 resolved
-10.1% vs TC avg
Moderate +10% lift
Without
With
+10.4%
Interview Lift
resolved cases with interview
Typical timeline
3y 4m
Avg Prosecution
41 currently pending
Career history
60
Total Applications
across all art units

Statute-Specific Performance

§101
23.1%
-16.9% vs TC avg
§103
50.5%
+10.5% vs TC avg
§102
12.6%
-27.4% vs TC avg
§112
12.6%
-27.4% vs TC avg
Black line = Tech Center average estimate • Based on career data from 19 resolved cases

Office Action

§103
DETAILED ACTION Notice of Pre-AIA or AIA Status The present application, filed on or after March 16, 2013, is being examined under the first inventor to file provisions of the AIA . Continued Examination Under 37 CFR 1.114 A request for continued examination under 37 CFR 1.114, including the fee set forth in 37 CFR 1.17(e), was filed in this application after final rejection. Since this application is eligible for continued examination under 37 CFR 1.114, and the fee set forth in 37 CFR 1.17(e) has been timely paid, the finality of the previous Office action has been withdrawn pursuant to 37 CFR 1.114. Applicant's submission filed on 12/19/2025 has been entered. Response to Arguments Claims 1-20 are pending, independent claims 1 and 11, and dependent claims 10 and 20 are amended. Applicant’s arguments on pages 8 and 9, filed 12/19/2025 with respect to U.S.C. 101 rejection of claims 1-20 have been fully considered and are persuasive. The U.S.C. 101 rejections of claims 1-20 have been withdrawn. Applicant’s arguments on pages 9-11, filed 12/19/2025 with respect to U.S.C. 103 rejection of claims 1-20 have been fully considered but they are not considered persuasive. Applicant argues that neither Kwon nor Albertin are able to depict the new limitation of the amended independent claims of a measurement of the oil and water in the cross-sectional area of the casing using a C/O ratio determined from a pulsed neutron tool using the claimed method. Examiner respectfully disagrees and directs the applicant to the rejection below where Albertin is able to rectify the shortcomings of Kwon on the newly amended limitation of the independent claims. Claim Rejections - 35 USC § 103 The following is a quotation of 35 U.S.C. 103 which forms the basis for all obviousness rejections set forth in this Office action: A patent for a claimed invention may not be obtained, notwithstanding that the claimed invention is not identically disclosed as set forth in section 102, if the differences between the claimed invention and the prior art are such that the claimed invention as a whole would have been obvious before the effective filing date of the claimed invention to a person having ordinary skill in the art to which the claimed invention pertains. Patentability shall not be negated by the manner in which the invention was made. Claim(s) 1-5, and 10-15, 20 is/are rejected under 35 U.S.C. 103 as being unpatentable over Kwong (WO 2013184353 as seen in the IDS on 6/28/2024) in view of Albertin (Albertin, Ivanna, et al., "The Many Facets of Pulsed Neutron Cased-Hole Logging," Oilfield Review, Elsevier, Amsterdam NL, Vol. 8, No. 2, 1 January 1996, pgs. 28-41, as seen in the IDS on 6/28/2024). Regarding Claim 1, Kwong teaches the limitations a method ([0032] “Referring now to Figure 7, there is shown a flowchart of process 700 for resin evaluation using a pulsed neutron tool ("PNT').” i.e., the flowchart is the method) of for determining a fractional relationship of oil and water in a borehole traversing a formation, the method comprising: (i) deploying a pulsed neutron (PN) tool in the borehole ([0022] “Figure 2 shows a simplified cross-sectional view; of the logging tool 10 to illustrate the internal components in accordance with at least some embodiments. In particular, Figure 2 illustrates that the pressure vessel 16 houses various components, such as a telemetry module 200, borehole shield 202, a plurality of gamma detectors 204 (in this illustrative case three gamma detectors labeled 204A, 204B and 204C), computer system 206, a neutron shield 208 and a neutron source 210.”, where the logging tool is deployable in the borehole, see fig. 1, where [0027] “Thus, for each depth within the borehole 12 for which a pulsed neutron evaluation is performed, a point is placed in the plot and that point is indicative of whether the pulsed-neutron tool "sees" water, natural gas, "oil", or some combination.”), wherein the PN tool comprises a source configured to issue bursts of fast neutrons ([0032] “As previously described, in at least some embodiments neutron source 210 may be a pulsed DT neutron source.”), thereby irradiating the borehole and the formation with neutrons, and at least one detector configured to detect gamma photons resulting from the irradiating and arriving at the detector (0033] “An inelastic gamma count is obtained from a first gamma counter, block 704; the inelastic gammas being emitted in inelastic scattering of the interrogating neutrons off of the nuclei of the constituent matter of the borehole environment behind the casing material. including annulus 17 and formation 14.”) (ii) receiving data from a first of the at least one of the detectors ([0019] “logging tool gathers data that is stored in a memory within the device”), wherein the data comprises: carbon gamma photon counts indicative of gamma photons arising from inelastic interactions of the neutrons with carbon in the borehole ([0032] “An inelastic gamma count is obtained from a first gamma counter, block 704; the inelastic gammas being emitted in inelastic scattering of the interrogating neutrons off of the nuclei of the constituent matter of the borehole environment behind the casing material. including annulus 17 and formation 14. From the inelastic gamma count rate, an inelastic carbon-oxygen ratio is determined, block 706. From the inelastic carbon-oxygen ratio from the first detector determined in block 706,”), and oxygen gamma photon counts indicative of gamma photons arising from inelastic interactions of the neutrons with oxygen in the borehole ([0032] “An inelastic gamma count is obtained from a first gamma counter, block 704; the inelastic gammas being emitted in inelastic scattering of the interrogating neutrons off of the nuclei of the constituent matter of the borehole environment behind the casing material. including annulus 17 and formation 14. From the inelastic gamma count rate, an inelastic carbon-oxygen ratio is determined, block 706. From the inelastic carbon-oxygen ratio from the first detector determined in block 706,”), (iii) measuring a C/O ratio indicative of a ratio of the carbon gamma photon counts to the oxygen gamma photon counts ([0032] “From the inelastic gamma count rate, an inelastic carbon-oxygen ratio is determined, block 706. From the inelastic carbon-oxygen ratio from the first detector determined in block 706,”). Kwong does not teach a cross-sectional area of a casing of a borehole; (iv) using the measured C/O ratio to determine the fractional relationship of oil and water within the cross-sectional area a borehole using a model that models a response of the tool to a formation having a porosity of at least 90 p.u.. Albertin teaches a cross-sectional area of a casing of a borehole (pg 32, col 3, paragraph 2 “Matrix sigma values were determined by gross macroscopic cross-section measurements”, and pg. 28 abstract “Advanced neutron generator design and fast, efficient gamma ray detectors combine to make a reservoir saturation tool that is capable of detailed formation evaluation through casing and more.”); (iv) using the measured C/O ratio to determine the fractional relationship of oil and water within the cross-sectional area a borehole using a model that models a response of the tool to a formation having a porosity of at least 90 p.u.. a formation porosity of at least 90 p.u (pg 29, Figure caption, “Water saturation, Sw, and borehole oil holdup, Yo, crossplot. Far carbon-oxygen ratio (FCOR) is more influenced by formation carbon, and near carbon-oxygen ratio (NCOR) is more influenced by borehole carbon. A crossplot of FCOR versus NCOR (crosses) can, therefore, be used to determine water saturation and borehole oil holdup. Overlying the crossplot is a quadrilateral whose end points are determined from an extensive data base that depends on environmental inputs such as lithology, casing size and hydrocarbon carbon density. The corners correspond to 0 and 100 % Sw and 0 and 100 % Yo. Interpolation provides Sw and Yo at each depth.”; pg 29 col 2 paragraph 1 “Each ratio is first transformed to give an oil volume, and then the two oil volumes are combined using an alpha processing method to give a final oil volume with good accuracy and good precision (top). The transforms of C/O ratio to volume of oil use an extensive data base covering multiple combinations of lithology, porosity, hole size, casing size and weight, as well as a correction for the carbon density of the hydrocarbon phase” where to get volume of cylinder (i.e., a casing) you use cross-sectional area times length (i.e., casing size which is the size of the borehole)). It would have been obvious to one of ordinary skill in the art before the effective filing date of the claimed invention, to combine the formation porosity of at least 90 p.u. as discussed in Albertin to the method and system of using pulsed neutrons to determine oil and water in a borehole for the purpose of looking at high porosity formations in boreholes. This is advantageous because it allows for pulsed neutron detection of oil and water to be corrected for thousands of combinations of borehole sizes, casing types, formations of differing porosity and lithology, and borehole and formation salinities” (e.g., pg 31 paragraph 3, Albertin). Regarding Claim 11, Kwong teaches a system ([0032] “Referring now to Figure 7, there is shown a flowchart of process 700 for resin evaluation using a pulsed neutron tool ("PNT').” i.e., the pulsed neutron tool is the system) for determining a fractional relationship of oil and water in a borehole traversing a formation using a pulsed neutron (PN) tool deployable in the borehole ([0022] “Figure 2 shows a simplified cross-sectional view; of the logging tool 10 to illustrate the internal components in accordance with at least some embodiments. In particular, Figure 2 illustrates that the pressure vessel 16 houses various components, such as a telemetry module 200, borehole shield 202, a plurality of gamma detectors 204 (in this illustrative case three gamma detectors labeled 204A, 204B and 204C), computer system 206, a neutron shield 208 and a neutron source 210.” where the logging tool is deployable in the borehole, see fig. 1, where [0027] “Thus, for each depth within the borehole 12 for which a pulsed neutron evaluation is performed, a point is placed in the plot and that point is indicative of whether the pulsed-neutron tool "sees" water, natural gas, "oil", or some combination.”), wherein the PN tool comprises a source configured to issue bursts of fast neutrons ([0032] “As previously described, in at least some embodiments neutron source 210 may be a pulsed DT neutron source.”), thereby irradiating the borehole and the formation with neutrons, and at least one detector configured to detect gamma photons resulting from the irradiating and arriving at the detector (0033] “An inelastic gamma count is obtained from a first gamma counter, block 704; the inelastic gammas being emitted in inelastic scattering of the interrogating neutrons off of the nuclei of the constituent matter of the borehole environment behind the casing material. including annulus 17 and formation 14.”), the system comprising: a pulsed neutron (PN) tool deployable in the borehole ([0022] “Figure 2 shows a simplified cross-sectional view; of the logging tool 10 to illustrate the internal components in accordance with at least some embodiments. In particular, Figure 2 illustrates that the pressure vessel 16 houses various components, such as a telemetry module 200, borehole shield 202, a plurality of gamma detectors 204 (in this illustrative case three gamma detectors labeled 204A, 204B and 204C), computer system 206, a neutron shield 208 and a neutron source 210.” where the logging tool is deployable in the borehole, see fig. 1, where [0027] “Thus, for each depth within the borehole 12 for which a pulsed neutron evaluation is performed, a point is placed in the plot and that point is indicative of whether the pulsed-neutron tool "sees" water, natural gas, "oil", or some combination.”), wherein the PN tool comprises a source configured to issue bursts of fast neutrons ([0032] “As previously described, in at least some embodiments neutron source 210 may be a pulsed DT neutron source.”), thereby irradiating the borehole and the formation with neutrons, and at least one detector configured to detect gamma photons resulting from the irradiating and arriving at the detector (0033] “An inelastic gamma count is obtained from a first gamma counter, block 704; the inelastic gammas being emitted in inelastic scattering of the interrogating neutrons off of the nuclei of the constituent matter of the borehole environment behind the casing material. including annulus 17 and formation 14.”), a non-transitory computer readable storage medium comprising instructions, which when executed by a computer configure the computer to perform a method ([0036] “Moreover, the processor 802 may couple to a long term storage device 810 (e.g., a hard drive) by way of the bridge device 808. Programs executable by the processor 802 may be stored on the storage device 810, and accessed when needed by the processor 802. The program stored on the storage device 810 may comprise programs to implement the various embodiments of the present specification, including programs to implement selecting a gamma detector to use in the hydrogen index (equivalently, porosity) determination, calculating the ratio of the inelastic gamma count rate to capture gamma count rate for each of the detectors, calculating the value of indicative of hydrogen index or porosity, and producing a plot of the value indicative of hydrogen index. Moreover, the processor 802 may couple to a long term storage device 810 (e.g., a hard drive) by way of the bridge device 808. Programs executable by the processor 802 may be stored on the storage device 810, and accessed when needed by the processor 802. The program stored on the storage device 810 may comprise programs to implement the various embodiments of the present specification, including programs to implement selecting a gamma detector to use in the hydrogen index (equivalently, porosity) determination, calculating the ratio of the inelastic gamma count rate to capture gamma count rate for each of the detectors, calculating the value of indicative of hydrogen index or porosity, and producing a plot of the value indicative of hydrogen index.”) comprising: (i) receiving data from a first of the at least one of the detectors ([0019] “logging tool gathers data that is stored in a memory within the device”), wherein the data comprises: carbon gamma photon counts indicative of gamma photons arising from inelastic interactions of the neutrons with carbon in the borehole ([0032] “An inelastic gamma count is obtained from a first gamma counter, block 704; the inelastic gammas being emitted in inelastic scattering of the interrogating neutrons off of the nuclei of the constituent matter of the borehole environment behind the casing material. including annulus 17 and formation 14. From the inelastic gamma count rate, an inelastic carbon-oxygen ratio is determined, block 706. From the inelastic carbon-oxygen ratio from the first detector determined in block 706,”), and oxygen gamma photon counts indicative of gamma photons arising from inelastic interactions of the neutrons with oxygen in the borehole ([0032] “An inelastic gamma count is obtained from a first gamma counter, block 704; the inelastic gammas being emitted in inelastic scattering of the interrogating neutrons off of the nuclei of the constituent matter of the borehole environment behind the casing material. including annulus 17 and formation 14. From the inelastic gamma count rate, an inelastic carbon-oxygen ratio is determined, block 706. From the inelastic carbon-oxygen ratio from the first detector determined in block 706,”), (ii) measuring a C/O ratio indicative of a ratio of the carbon gamma photon counts to the oxygen gamma photon counts ([0032] “From the inelastic gamma count rate, an inelastic carbon-oxygen ratio is determined, block 706. From the inelastic carbon-oxygen ratio from the first detector determined in block 706,”). Kwong does not teach a cross-sectional area of a casing of a borehole (iii) using the measured C/O ratio to determine the fractional relationship of oil and water within the cross-sectional area a borehole using a model that models a response of the tool to a formation having a porosity of at least 90 p.u.. a formation porosity of at least 90 p.u. Albertin teaches a cross-sectional area of a casing of a borehole (pg 32, col 3, paragraph 2 “Matrix sigma values were determined by gross macroscopic cross-section measurements”, and pg. 28 abstract “Advanced neutron generator design and fast, efficient gamma ray detectors combine to make a reservoir saturation tool that is capable of detailed formation evaluation through casing and more.”); (iii) using the measured C/O ratio to determine the fractional relationship of oil and water within the cross-sectional area a borehole using a model that models a response of the tool to a formation having a porosity of at least 90 p.u.. a formation porosity of at least 90 p.u (pg 29, Figure caption, “Water saturation, Sw, and borehole oil holdup, Yo, crossplot. Far carbon-oxygen ratio (FCOR) is more influenced by formation carbon, and near carbon-oxygen ratio (NCOR) is more influenced by borehole carbon. A crossplot of FCOR versus NCOR (crosses) can, therefore, be used to determine water saturation and borehole oil holdup. Overlying the crossplot is a quadrilateral whose end points are determined from an extensive data base that depends on environmental inputs such as lithology, casing size and hydrocarbon carbon density. The corners correspond to 0 and 100 % Sw and 0 and 100 % Yo. Interpolation provides Sw and Yo at each depth.”; pg 29 col 2 paragraph 1 “Each ratio is first transformed to give an oil volume, and then the two oil volumes are combined using an alpha processing method to give a final oil volume with good accuracy and good precision (top). The transforms of C/O ratio to volume of oil use an extensive data base covering multiple combinations of lithology, porosity, hole size, casing size and weight, as well as a correction for the carbon density of the hydrocarbon phase” where to get volume of cylinder (i.e., a casing) you use cross-sectional area times length (i.e., casing size which is the size of the borehole)). It would have been obvious to one of ordinary skill in the art before the effective filing date of the claimed invention, to combine the formation porosity of at least 90 p.u. as discussed in Albertin to the method and system of using pulsed neutrons to determine oil and water in a borehole for the purpose of looking at high porosity formations in boreholes. This is advantageous because it allows for pulsed neutron detection of oil and water to be corrected for thousands of combinations of borehole sizes, casing types, formations of differing porosity and lithology, and borehole and formation salinities” (e.g., pg 31 paragraph 3, Albertin). Regarding Claim 2 and 12, Kwong teaches the limitations of claims 1 and 11. Kwong further teaches, wherein using the measured C/O ratio to determine the fractional relationship of oil and water in a borehole comprises interpolating the measured C/O ratio between a predicted C/O ratio corresponding to 100% oil saturation in the borehole and a predicted C/O ratio corresponding to 100% water saturation in the borehole (See Fig. 3 where the inelastic count rate to inelastic carbon/oxygen ratio have a interpolated 100% water and 100% oil region). Regarding Claim 3 and 13, Kwong teaches the limitations of claims 2 and 12. Kwong further teaches comprising calculating the predicted C/O ratio corresponding to 100% oil saturation in the borehole and the predicted C/O ratio corresponding to 100% water saturation in the borehole (See Fig. 3 where the inelastic count rate to inelastic carbon/oxygen ratio have an interpolated 100% water and 100% oil region, and Fig 4 where [0029] “plots similar to Figure 4 may be used to estimate the proportion of gas, water, and resin within the wellbore environment”). Regarding Claim 4 and 14, Kwong teaches the limitations of Claim 3 and 13. Kwong further teaches calculating the predicted C/O ratio corresponding to 100% oil saturation in the borehole comprises calculating a predicted C/O ratio for 100% oil saturation at a formation porosity (([0027] “Thus, for each depth within the borehole 12 for which a pulsed neutron evaluation is performed, a point is placed in the plot and that point is indicative of whether the pulsed-neutron tool "sees" water, natural gas, "oil", or some combination. That is, for pure water behind the casing, the plotted point would reside directly in the water comer, for pure gas (i.e., 100% oil saturation) behind the casing the plotted point would reside directly in the gas comer, and for pure oil behind the casing, the plotted point would reside directly in the oil corner.”, and [0036] “calculating the value of indicative of hydrogen index or porosity (i.e., formation porosity),” ), and calculating the predicted C/O ratio corresponding to 100% water saturation in the borehole comprises calculating a predicted C/O ratio of 100% water saturation at a formation porosity (([0027] “Thus, for each depth within the borehole 12 for which a pulsed neutron evaluation is performed, a point is placed in the plot and that point is indicative of whether the pulsed-neutron tool "sees" water, natural gas, "oil", or some combination. That is, for pure water (i.e., 100% water saturation) behind the casing, the plotted point would reside directly in the water comer, for pure gas behind the casing the plotted point would reside directly in the gas comer, and for pure oil behind the casing, the plotted point would reside directly in the oil corner.”, and [0036] “calculating the value of indicative of hydrogen index or porosity (i.e., formation porosity),” ). Kwong does not teach a formation porosity of at least 90 p.u Albertin teaches a formation porosity of at least 90 p.u (Pg 31, Fanay-1 RST Log Results, where the Fluid analysis column goes from 50-100 p.u.) It would have been obvious to one of ordinary skill in the art before the effective filing date of the claimed invention, to combine the formation porosity of at least 90 p.u. as discussed in Albertin to the method and system of using pulsed neutrons to determine oil and water in a borehole for the purpose of looking at high porosity formations in boreholes. This is advantageous because it allows for pulsed neutron detection of oil and water to be corrected for thousands of combinations of borehole sizes, casing types, formations of differing porosity and lithology, and borehole and formation salinities” (e.g., pg 31 paragraph 3, Albertin). Regarding Claim 5 and 15, Kwong teaches the limitations of Claim 3 and 13. Kwong further teaches calculating the predicted C/O ratio corresponding to 100% oil saturation in the borehole comprises calculating a predicted C/O ratio for 100% oil saturation at a formation porosity ([0027] “Thus, for each depth within the borehole 12 for which a pulsed neutron evaluation is performed, a point is placed in the plot and that point is indicative of whether the pulsed-neutron tool "sees" water, natural gas, "oil", or some combination. That is, for pure water behind the casing, the plotted point would reside directly in the water comer, for pure gas behind the casing the plotted point would reside directly in the gas comer, and for pure oil (i.e., 100% oil saturation) behind the casing, the plotted point would reside directly in the oil corner.”, and [0036] “calculating the value of indicative of hydrogen index or porosity (i.e., formation porosity),” ), and calculating the predicted C/O ratio corresponding to 100% water saturation in the borehole comprises calculating a predicted C/O ratio of 100% water saturation at a formation porosity (([0027] “Thus, for each depth within the borehole 12 for which a pulsed neutron evaluation is performed, a point is placed in the plot and that point is indicative of whether the pulsed-neutron tool "sees" water, natural gas, "oil", or some combination. That is, for pure water (i.e., 100% water saturation) behind the casing, the plotted point would reside directly in the water comer, for pure gas behind the casing the plotted point would reside directly in the gas comer, and for pure oil behind the casing, the plotted point would reside directly in the oil corner.”, and [0036] “calculating the value of indicative of hydrogen index or porosity (i.e., formation porosity),” ). Kwong does not teach a formation porosity of 100 p.u Albertin teaches a formation porosity of 100 p.u (Pg 31, Fancy-1 RST Log Results, where the Fluid analysis column goes from 50-100 p.u.). It would have been obvious to one of ordinary skill in the art before the effective filing date of the claimed invention, to combine the formation porosity of 100 p.u. as discussed in Albertin to the method and system of using pulsed neutrons to determine oil and water in a borehole for the purpose of looking at high porosity formations in boreholes. This is advantageous because it allows for pulsed neutron detection of oil and water to be corrected for thousands of combinations of borehole sizes, casing types, formations of differing porosity and lithology, and borehole and formation salinities” (e.g., pg 31 paragraph 3, Albertin). Regarding Claim 10 and 20, Kwong teaches the limitation of claim 1 and 11. Kwong further teaches repeating steps (ii) – (iv) for a plurality of depths over an interval of the borehole and generating a depth log of the fractional relationship of oil and water in the borehole over the interval ([0027] “Thus, for each depth within the borehole 12 for which a pulsed neutron evaluation is performed, a point is placed in the plot and that point is indicative of whether the pulsed-neutron tool "sees" water, natural gas, "oil", or some combination.” And [0033] “In an alternative embodiment employing inelastic counts from multiple detectors, information on the constituent composition relative to depth from the borehole may be obtained, as described above.” ). Claim(s) 6 and 16 is/are rejected under 35 U.S.C. 103 as being unpatentable over Kwong, Albertson and in view of Trka et al. (US 10215880 B1, as seen in the IDS) hereinafter Trcka Regarding Claim 6 and 16, Kwong and Albertin teach the limitations of claim 4 and 14. Kwong does not teach using a first formation model to predict a first plurality of C/O ratios for 100% oil saturation in pores of the formation, wherein each of the first plurality of C/O ratios correspond to a different modeled formation porosity, wherein the modeled formation porosities range from 0 p.u. to 50 p.u. or less, and wherein the borehole is filled with oil, using the first plurality of C/O ratios to establish a 100% oil saturation line over the range of modeled formation porosities, and extrapolating the first 100% oil saturation line to a formation porosity of at least 90 p.u., and wherein calculating the predicted C/O ratio for 100% water saturation at a formation porosity of at least 90 p.u. comprises: using a second formation model to predict a second plurality of C/O ratios for 100% water saturation in pores of the formation, wherein each of the second plurality of C/O ratios correspond to a different modeled formation porosity, wherein the modeled formation porosities range from 0 p.u. to 50 p.u. or less, and wherein the borehole is filled with water, using the second plurality of C/O ratios to establish a 100% water saturation line over the range of modeled formation porosities, and extrapolating the 100% water saturation line to a formation porosity of at least 90 p.u. Albertin teaches a formation porosity of at least 90 p.u (Pg 31, Fanay-1 RST Log Results, where the Fluid analysis column goes from 50-100 p.u.) It would have been obvious to one of ordinary skill in the art before the effective filing date of the claimed invention, to combine the formation porosity of at least 90 p.u. as discussed in Albertin to the method and system of using pulsed neutrons to determine oil and water in a borehole for the purpose of looking at high porosity formations in boreholes. This is advantageous because it allows for pulsed neutron detection of oil and water to be corrected for thousands of combinations of borehole sizes, casing types, formations of differing porosity and lithology, and borehole and formation salinities” (e.g., pg 31 paragraph 3, Albertin). Kwong and Albertin do not teach using a first formation model to predict a first plurality of C/O ratios for 100% oil saturation in pores of the formation, wherein each of the first plurality of C/O ratios correspond to a different modeled formation porosity, wherein the modeled formation porosities range from 0 p.u. to 50 p.u. or less, and wherein the borehole is filled with oil, using the first plurality of C/O ratios to establish a 100% oil saturation line over the range of modeled formation porosities, and extrapolating the first 100% oil saturation line to a formation porosity, and using a second formation model to predict a second plurality of C/O ratios for 100% water saturation in pores of the formation, wherein each of the second plurality of C/O ratios correspond to a different modeled formation porosity, wherein the modeled formation porosities range from 0 p.u. to 50 p.u. or less, and wherein the borehole is filled with water, using the second plurality of C/O ratios to establish a 100% water saturation line over the range of modeled formation porosities, and extrapolating the 100% water saturation line to a formation porosity. Trcka teaches using a first formation model to predict a first plurality of C/O ratios for 100% oil saturation in pores of the formation (Fig. 6 where the different C/O values have a modelled 100% oil saturation region of the formation), wherein each of the first plurality of C/O ratios correspond to a different modeled formation porosity (Fig. 6 where the different porosity ranges have different C/O values), wherein the modeled formation porosities range from 0 p.u. to 50 p.u. or less (Fig. 4 where the porosity is between 0 to 50 % (0- 0.5 as a decimal), and there is a 100% oil saturation line and Fig 7 which is a flow chart of how to determine the model with parameters) , and wherein the borehole is filled with oil (claim 1 “wherein the pores in the formation contain one hundred percent hydrocarbon;”), using the first plurality of C/O ratios to establish a 100% oil saturation line over the range of modeled formation porosities (Fig. 4 where the 100% oil line is established for the range), and extrapolating the first 100% oil saturation line (claim 11 “extrapolating the determined ratio of carbon and oxygen with respect to the modeled carbon and oxygen measurements.” Where Fig 4 demonstrates 100% oil saturation extrapolated to 0.4 p.u.) to a formation and using a second formation model to predict a second plurality of C/O ratios for 100% water saturation in pores of the formation (Fig. 6 where the different C/O values have a modelled 100% water saturation region of the formation), wherein each of the second plurality of C/O ratios correspond to a different modeled formation porosity (Fig. 6 where the different porosity ranges have different C/O values), wherein the modeled formation porosities range from 0 p.u. to 50 p.u. or less (Fig. 4 where the porosity is between 0 to 50 % (0- 0.5 as a decimal), and there is a 100% water saturation line and Fig 7 which is a flow chart of how to determine the model with parameters), and wherein the borehole is filled with water (claim 1 “the pores in the formation contain one hundred percent water;”), using the second plurality of C/O ratios to establish a 100% water saturation line over the range of modeled formation porosities (Fig. 4 where the 100% oil line is established for the range), and extrapolating the 100% water saturation line to a formation porosity (claim 11 “extrapolating the determined ratio of carbon and oxygen with respect to the modeled carbon and oxygen measurements.” Where Fig 4 demonstrates 100% water saturation extrapolated to 0.4 p.u.) It would have been obvious to one of ordinary skill in the art before the effective filing date of the claimed invention, to combine the first formation model covering 0- 0.5. p.u. as discussed in Trcka to the method and system of using pulsed neutrons to determine oil and water in a borehole for the purpose of looking at high porosity formations in boreholes. This is advantageous because there is a need in the art for gravel pack density logging tools and methods that can provide quantitative information about the density of gravel packs, while simultaneously measuring the oil/water ratios of the formations (e.g. col 2 lines 10-14 Trcka). Claim(s) 7-9 and 17-19 is/are rejected under 35 U.S.C. 103 as being unpatentable over Kwong, Albertin, Trcka and Ma et al. (US 10208582 B2) hereinafter Ma Regarding Claim 7 and 17, Kwong and Albertin teach the limitations of claim 6 and 16. Kwong and Albertin do not teach further comprises normalizing the extrapolated first 100% oil saturation line with respect to the extrapolating the 100% water saturation line. Trcka teaches extrapolated first 100% oil saturation line with respect to the extrapolating the 100% water saturation line (Fig. 9 where there is a modeled 100% water and a modelled 100% oil, and Fig 4 where there are 100% oil and water lines from the extrapolated data). It would have been obvious to one of ordinary skill in the art before the effective filing date of the claimed invention, to combine extrapolated first 100% oil saturation line with respect to the extrapolating the 100% water saturation line as discussed in Trcka to the method and system of using pulsed neutrons to determine oil and water in a borehole for the purpose of looking at high porosity formations in boreholes in Kwong and Albertin. This is advantageous because there is a need in the art for gravel pack density logging tools and methods that can provide quantitative information about the density of gravel packs, while simultaneously measuring the oil/water ratios of the formations (e.g. col 2 lines 10-14 Trcka). Kwong, Albertin and Trcka do not teach normalizing the pulsed neutron spectrum. Ma teaches normalizing pulsed neutron spectrum (col 7 line 8-17 “However, a gamma-ray spectrum may be normalized, and specific ratios of elements may be calculated from the normalized spectrum. For example, a common elemental ratio used in PNL tool analysis of a hydrocarbon formation is the carbon to oxygen ratio. This ratio may be referred to as C/O logging and is understood by a person having ordinary skill in the art to be useful for understanding reservoir conditions, within certain limitations.”) It would have been obvious to one of ordinary skill in the art before the effective filing date of the claimed invention, to combine the normalizing discussed in Ma to the method and system of using pulsed neutrons to determine oil and water in a borehole for the purpose of looking at high porosity formations in boreholes in Kwong, Albertin and Trcka for the purpose of making data easier to compare. This is advantageous because capture spectrum data, combined or not with inelastic spectrum data, may be used to obtain formation mineralogy information and correct for lithology effects in the C/O ratios (e.g., col 7 lines 18-21, Ma). Regarding Claim 8 and 18, Kwong, Albertin, Trcka, and Ma teach the limitations of claims 7 and 17. Kwong further teaches wherein the predicted C/O ratio for 100% oil saturation at a formation porosity is determined from the extrapolated 100% water saturation line at a formation porosity (Where the use of equations 1-3 can help determine the fraction of oil or water, and further where, [0029] “In Equations 1 and 2, (coirw, itcnw), (coirg, itcng), and (coirr, itcnr), are the coordinates of the water, gas and resin apices of triangle 500, respectively.” [0029] “It would be readily appreciated that in other embodiments of a ternary triangle, or diagram analogous to triangle 500, other numbers of such lines may be used corresponding to different percentage intervals.” Where Fig. 3 and 4 are other embodiments of a ternary triangle swapping the resin for oil. The equations using the coordinates of the 100% water saturation line can determine the 100% oil saturation ratio) Kwong does not teach a formation porosity of at least 90 p.u.. Albertin teaches a formation porosity of at least 90 p.u (Pg 31, Fanay-1 RST Log Results, where the Fluid analysis column goes from 50-100 p.u.) It would have been obvious to one of ordinary skill in the art before the effective filing date of the claimed invention, to combine the formation porosity of at least 90 p.u. as discussed in Albertin to the method and system of using pulsed neutrons to determine oil and water in a borehole for the purpose of looking at high porosity formations in boreholes. This is advantageous because it allows for pulsed neutron detection of oil and water to be corrected for thousands of combinations of borehole sizes, casing types, formations of differing porosity and lithology, and borehole and formation salinities” (e.g., pg 31 paragraph 3, Albertin). Regarding Claim 9 and 19, Kwong, Albertin, Trcka, and Ma teach the limitations of claims 8 and 18. Kwong further teaches wherein the predicted C/O ratio for 100% water saturation at a formation porosity is determined from the extrapolated first 100% oil saturation line at a formation (Where the use of equations 1-3 can help determine the fraction of oil or water, and further where, [0029] “In Equations 1 and 2, (coirw, itcnw), (coirg, itcng), and (coirr, itcnr), are the coordinates of the water, gas and resin apices of triangle 500, respectively.” [0029] “It would be readily appreciated that in other embodiments of a ternary triangle, or diagram analogous to triangle 500, other numbers of such lines may be used corresponding to different percentage intervals.” Where Fig. 3 and 4 are other embodiments of a ternary triangle swapping the resin for oil. The equations using the coordinates of the 100% oil saturation line can determine the 100% water saturation ratio) Kwong does not teach a formation porosity of at least 90 p.u.. Albertin teaches a formation porosity of at least 90 p.u (Pg 31, Fanay-1 RST Log Results, where the Fluid analysis column goes from 50-100 p.u.) It would have been obvious to one of ordinary skill in the art before the effective filing date of the claimed invention, to combine the formation porosity of at least 90 p.u. as discussed in Albertin to the method and system of using pulsed neutrons to determine oil and water in a borehole for the purpose of looking at high porosity formations in boreholes. This is advantageous because it allows for pulsed neutron detection of oil and water to be corrected for thousands of combinations of borehole sizes, casing types, formations of differing porosity and lithology, and borehole and formation salinities” (e.g., pg 31 paragraph 3, Albertin). Conclusion Any inquiry concerning this communication or earlier communications from the examiner should be directed to Emma L. Alexander whose telephone number is (571)270-0323. The examiner can normally be reached Monday- Friday 8am-5pm EST. Examiner interviews are available via telephone, in-person, and video conferencing using a USPTO supplied web-based collaboration tool. To schedule an interview, applicant is encouraged to use the USPTO Automated Interview Request (AIR) at http://www.uspto.gov/interviewpractice. If attempts to reach the examiner by telephone are unsuccessful, the examiner’s supervisor, Catherine T. Rastovski can be reached at (571) 270-0349. The fax phone number for the organization where this application or proceeding is assigned is 571-273-8300. Information regarding the status of published or unpublished applications may be obtained from Patent Center. Unpublished application information in Patent Center is available to registered users. To file and manage patent submissions in Patent Center, visit: https://patentcenter.uspto.gov. Visit https://www.uspto.gov/patents/apply/patent-center for more information about Patent Center and https://www.uspto.gov/patents/docx for information about filing in DOCX format. For additional questions, contact the Electronic Business Center (EBC) at 866-217-9197 (toll-free). If you would like assistance from a USPTO Customer Service Representative, call 800-786-9199 (IN USA OR CANADA) or 571-272-1000. /EMMA ALEXANDER/Patent Examiner, Art Unit 2863 /Catherine T. Rastovski/Supervisory Primary Examiner, Art Unit 2857
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Prosecution Timeline

Apr 18, 2023
Application Filed
Aug 06, 2025
Non-Final Rejection — §103
Oct 08, 2025
Response Filed
Nov 04, 2025
Final Rejection — §103
Dec 19, 2025
Response after Non-Final Action
Jan 21, 2026
Request for Continued Examination
Jan 28, 2026
Response after Non-Final Action
Mar 09, 2026
Non-Final Rejection — §103 (current)

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Study what changed to get past this examiner. Based on 5 most recent grants.

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Prosecution Projections

3-4
Expected OA Rounds
58%
Grant Probability
68%
With Interview (+10.4%)
3y 4m
Median Time to Grant
High
PTA Risk
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