Prosecution Insights
Last updated: April 19, 2026
Application No. 18/629,343

Multimodal Scene Graph for Generating Media Elements

Non-Final OA §101
Filed
Apr 08, 2024
Examiner
CHEN, FRANK S
Art Unit
2611
Tech Center
2600 — Communications
Assignee
Meta Platforms Technologies, LLC
OA Round
1 (Non-Final)
82%
Grant Probability
Favorable
1-2
OA Rounds
2y 2m
To Grant
91%
With Interview

Examiner Intelligence

Grants 82% — above average
82%
Career Allow Rate
539 granted / 657 resolved
+20.0% vs TC avg
Moderate +9% lift
Without
With
+8.8%
Interview Lift
resolved cases with interview
Fast prosecutor
2y 2m
Avg Prosecution
24 currently pending
Career history
681
Total Applications
across all art units

Statute-Specific Performance

§101
10.1%
-29.9% vs TC avg
§103
55.9%
+15.9% vs TC avg
§102
4.8%
-35.2% vs TC avg
§112
11.1%
-28.9% vs TC avg
Black line = Tech Center average estimate • Based on career data from 657 resolved cases

Office Action

§101
DETAILED ACTION Notice of Pre-AIA or AIA Status 1. The present application, filed on or after March 16, 2013, is being examined under the first inventor to file provisions of the AIA . Claim Rejections - 35 USC § 101 2. 35 U.S.C. 101 reads as follows: Whoever invents or discovers any new and useful process, machine, manufacture, or composition of matter, or any new and useful improvement thereof, may obtain a patent therefor, subject to the conditions and requirements of this title. 3. Claims 16-19 are rejected under 35 U.S.C. 101 because the claimed invention is directed to non-statutory subject matter. The claim(s) does/do not fall within at least one of the four categories of patent eligible subject matter because computer-readable storage media includes transitory waves signal. The Applicants’ Specification at paragraph [128] states the following; “The memory and storage devices are computer-readable storage media that can store instructions that implement at least portions of the described technology. In addition, the data structures and message structures can be stored or transmitted via a data transmission medium, such as a signal on a communications link. Various communications links can be used, such as the Internet, a local area network, a wide area network, or a point-to-point dial-up connection. Thus, computer-readable media can comprise computer-readable storage media (e.g., "non-transitory" media) and computer-readable transmission media.” Therefore, the Specification fails to explicitly exclude transitory waves from being computer-readable storage media. Allowable Subject Matter 4. Claims 1-20 are allowed over cited references. 5. The following is an examiner’s statement of reasons for allowance: Claim 1 recites the limitation the multimodal scene graph is based on recorded visual information converted using one or more trained machine learning models, the recorded visual information comprising one or more of a captured image, a captured video, or immersive data from a recorded artificial reality scene, and the multimodal scene graph comprises component data, for one or more objects of the recorded visual information, and metadata which is nether disclosed nor suggested by the cited references, either singly or in combination. 6. Claims 16 and 20 recites limitations similar to those of claim 1 and are allowed over cited references we all. Any comments considered necessary by applicant must be submitted no later than the payment of the issue fee and, to avoid processing delays, should preferably accompany the issue fee. Such submissions should be clearly labeled “Comments on Statement of Reasons for Allowance.” CONTACT Any inquiry concerning this communication or earlier communications from the examiner should be directed to FRANK S CHEN whose telephone number is (571)270-7993. The examiner can normally be reached Mon - Fri 8-11:30 and 1:30-6. 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, Kee Tung can be reached at 5712727794. 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. /FRANK S CHEN/Primary Examiner, Art Unit 2611
Read full office action

Prosecution Timeline

Apr 08, 2024
Application Filed
Oct 24, 2025
Non-Final Rejection — §101 (current)

Precedent Cases

Applications granted by this same examiner with similar technology

Patent 12597111
SYSTEMS AND METHODS FOR DULL GRADING
2y 5m to grant Granted Apr 07, 2026
Patent 12596007
DISPLAY CONTROL APPARATUS, DISPLAY SYSTEM, DISPLAY METHOD, AND COMPUTER READABLE MEDIUM
2y 5m to grant Granted Apr 07, 2026
Patent 12592029
SYSTEMS AND METHODS FOR MEDIA CONTENT GENERATION
2y 5m to grant Granted Mar 31, 2026
Patent 12586308
GENERATING OBJECT REPRESENTATIONS USING NEURAL NETWORKS FOR AUTONOMOUS SYSTEMS AND APPLICATIONS
2y 5m to grant Granted Mar 24, 2026
Patent 12586293
SCENE RECONSTRUCTION FROM MONOCULAR VIDEO
2y 5m to grant Granted Mar 24, 2026
Study what changed to get past this examiner. Based on 5 most recent grants.

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Prosecution Projections

1-2
Expected OA Rounds
82%
Grant Probability
91%
With Interview (+8.8%)
2y 2m
Median Time to Grant
Low
PTA Risk
Based on 657 resolved cases by this examiner. Grant probability derived from career allow rate.

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