Paper Citation Record · LEDGER

PIVOTSBench: Evaluating Fine-Grained Interpersonal Relationship Reasoning in Multimodal Large Language Models

As of 8 August 2026, this Paper Citation Record lists 16 of 16 outbound references and 1 inbound Pith citation observation for arXiv:2606.23092.

A citation records a reference. It does not transfer a finding from one paper to another.

pith.paper-citation-record.v1
2606.23092 v1

Coverage vector

measured 16 of 16 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-06-26T08:42:26.713614Z

measured 17 of 17 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-08T06:32:00.761636+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-03T01:47:51.053667Z

measured 1 of 1 external citation measurements

A source-named dated measurement, never combined with another source.

Source: pith, observed 2026-08-05T02:28:24.338817Z

Reference resolution

16 of 16 outbound references displayed

verified exact0
verified fuzzy0
unresolved15
parse uncertain0
malformed identifier1
metadata mismatch0

External citation measurements

0
pith, observed 2026-08-05T02:28:24.338817Z

Outbound references

Observation 650c9ba9-2d06-45ee-84df-fb206940328e · outbound

This paper cites SocialMaze: A Benchmark for Evaluating Social Reasoning in Large Language Models.

PIVOTSBench: Evaluating Fine-Grained Interpersonal Relationship Reasoning in Multimodal Large Language Models SocialMaze: A Benchmark for Evaluating Social Reasoning in Large Language Models

Reference 1

Resolution: malformed identifier; arxiv_id, observed 2026-07-04T10:39:44.819288Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 0f0397a1-d52d-4f91-99a2-63958f7738e7 · outbound

This paper cites ###" before and after. If your score is -2, then you should output ###-2### Transcribed Text [data1] Question [data2].

PIVOTSBench: Evaluating Fine-Grained Interpersonal Relationship Reasoning in Multimodal Large Language Models ###" before and after. If your score is -2, then you should output ###-2### Transcribed Text [data1] Question [data2]

Reference 2

Resolution: unresolved; no resolver link, observed 2026-06-26T08:42:26.713614Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f8814525-53e4-42a6-89de-508c20726aa8 · outbound

This paper cites image_url.

PIVOTSBench: Evaluating Fine-Grained Interpersonal Relationship Reasoning in Multimodal Large Language Models image_url

Reference 3

Resolution: unresolved; no resolver link, observed 2026-06-26T08:42:26.713614Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d51a3598-8908-4cac-aadb-0bf4ab83f373 · outbound

This paper cites []", with each score separated by a comma—for example: [- 2,0,1,2,0,1] (each number corresponds sequentially to the PIVOTS dimensions). Wrap your score with.

PIVOTSBench: Evaluating Fine-Grained Interpersonal Relationship Reasoning in Multimodal Large Language Models []", with each score separated by a comma—for example: [- 2,0,1,2,0,1] (each number corresponds sequentially to the PIVOTS dimensions). Wrap your score with

Reference 4

Resolution: unresolved; no resolver link, observed 2026-06-26T08:42:26.713614Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 84aadd5b-c910-4b4e-8a06-d9896c545534 · outbound

This paper cites []", with each score separated by a comma—for example: [-2,0,1,2,0,1] (each number corresponds sequentially to the PIVOTS dimensions). Wrap your score with.

PIVOTSBench: Evaluating Fine-Grained Interpersonal Relationship Reasoning in Multimodal Large Language Models []", with each score separated by a comma—for example: [-2,0,1,2,0,1] (each number corresponds sequentially to the PIVOTS dimensions). Wrap your score with

Reference 5

Resolution: unresolved; no resolver link, observed 2026-06-26T08:42:26.713614Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d627b666-a548-46f0-8d26-b8abef21766e · outbound

This paper cites type": "image_url.

PIVOTSBench: Evaluating Fine-Grained Interpersonal Relationship Reasoning in Multimodal Large Language Models type": "image_url

Reference 6

Resolution: unresolved; no resolver link, observed 2026-06-26T08:42:26.713614Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5e7618f3-9ab0-48ee-b384-111ed9984fa2 · outbound

This paper cites ###" before and after. If your answer is A, then you should output ###A### Question: [data1] Options :[data2]}, {.

PIVOTSBench: Evaluating Fine-Grained Interpersonal Relationship Reasoning in Multimodal Large Language Models ###" before and after. If your answer is A, then you should output ###A### Question: [data1] Options :[data2]}, {

Reference 7

Resolution: unresolved; no resolver link, observed 2026-06-26T08:42:26.713614Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d88524c9-e382-4f69-a25d-d8d089ffe5fd · outbound

This paper cites an unresolved cited work.

PIVOTSBench: Evaluating Fine-Grained Interpersonal Relationship Reasoning in Multimodal Large Language Models Unresolved cited work

Reference 8

Resolution: unresolved; no resolver link, observed 2026-06-26T08:42:26.713614Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9b4a0294-a35e-4fc4-84b5-9d73c2bd0580 · outbound

This paper cites semantic distance.

PIVOTSBench: Evaluating Fine-Grained Interpersonal Relationship Reasoning in Multimodal Large Language Models semantic distance

Reference 9

Resolution: unresolved; no resolver link, observed 2026-06-26T08:42:26.713614Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a111681b-f4bb-40f7-a06c-13b639e008ae · outbound

This paper cites Select the values that align most precisely with the behavioral evidence in the scene, ensuring strict adherence to the provided definitions.

PIVOTSBench: Evaluating Fine-Grained Interpersonal Relationship Reasoning in Multimodal Large Language Models Select the values that align most precisely with the behavioral evidence in the scene, ensuring strict adherence to the provided definitions

Reference 10

Resolution: unresolved; no resolver link, observed 2026-06-26T08:42:26.713614Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 30a4e4ee-f54f-4d42-83cd-7401c3246721 · outbound

This paper cites Independently determine a complete set of PIVOTS values without referring to your findings from Phase 1 and 2.

PIVOTSBench: Evaluating Fine-Grained Interpersonal Relationship Reasoning in Multimodal Large Language Models Independently determine a complete set of PIVOTS values without referring to your findings from Phase 1 and 2

Reference 11

Resolution: unresolved; no resolver link, observed 2026-06-26T08:42:26.713614Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 46c4ca13-5294-4940-8b1a-03bfbee9a64c · outbound

This paper cites ###" before and after. If your score is -2, then you should output ###-2### Transcribed Text [data1] Question [data2].

Reference 12

Resolution: unresolved; no resolver link, observed 2026-06-26T08:42:26.713614Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e375078e-423c-4903-944d-09b27446e0a5 · outbound

This paper cites an unresolved cited work.

PIVOTSBench: Evaluating Fine-Grained Interpersonal Relationship Reasoning in Multimodal Large Language Models Unresolved cited work

Reference 13

Resolution: unresolved; no resolver link, observed 2026-06-26T08:42:26.713614Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 204ebe92-fda6-4d76-acbe-2a69ef45f736 · outbound

This paper cites closed) • Physical Distance (e.g., close vs.

PIVOTSBench: Evaluating Fine-Grained Interpersonal Relationship Reasoning in Multimodal Large Language Models closed) • Physical Distance (e.g., close vs

Reference 14

Resolution: unresolved; no resolver link, observed 2026-06-26T08:42:26.713614Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e69aada3-1a35-487e-a31b-25445ed74f6d · outbound

This paper cites You need to reason their perspectives separately." Input Information:.

PIVOTSBench: Evaluating Fine-Grained Interpersonal Relationship Reasoning in Multimodal Large Language Models You need to reason their perspectives separately." Input Information:

Reference 15

Resolution: unresolved; no resolver link, observed 2026-06-26T08:42:26.713614Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5cdd6fd7-837b-4b03-9640-0cd6baa2222b · outbound

This paper cites Unsolicited Advice.

PIVOTSBench: Evaluating Fine-Grained Interpersonal Relationship Reasoning in Multimodal Large Language Models Unsolicited Advice

Reference 16

Resolution: unresolved; no resolver link, observed 2026-06-26T08:42:26.713614Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

Observation c64e7cfa-8dd8-4f22-b866-0a07533004f8 · inbound

FriendBench: Benchmarking Dyadic Familiarity Inference in Humans and Multimodal Large Language Models cites this paper.

FriendBench: Benchmarking Dyadic Familiarity Inference in Humans and Multimodal Large Language Models PIVOTSBench: Evaluating Fine-Grained Interpersonal Relationship Reasoning in Multimodal Large Language Models

Reference 34

Resolution: metadata mismatch; local_arxiv, observed 2026-08-03T01:49:21.926934Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.