Seeing Before Agreeing: Aligning Multi-Agent Consensus with Visual Evidence | Paper Citation Record

Observation df923450-20fe-43a9-a62d-1c3b979d3bdb · outbound

This paper cites LLaVA-OneVision-1.5: Fully Open Framework for Democratized Multimodal Training.

Seeing Before Agreeing: Aligning Multi-Agent Consensus with Visual Evidence LLaVA-OneVision-1.5: Fully Open Framework for Democratized Multimodal Training

Reference 1

Resolution: metadata mismatch; local_arxiv, observed 2026-06-28T23:42:50.112005Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation aeadfb62-8dd6-4738-a51f-73d367645026 · outbound

This paper cites Qwen3-VL Technical Report.

Seeing Before Agreeing: Aligning Multi-Agent Consensus with Visual Evidence Qwen3-VL Technical Report

Reference 2

Resolution: metadata mismatch; local_arxiv, observed 2026-06-28T23:42:50.114405Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation a8254636-8c36-44bd-93f4-df9b897ac21e · outbound

This paper cites Paddleocr-vl: Boosting multilingual document parsing via a 0.9 b ultra-compact vision-language model.

Seeing Before Agreeing: Aligning Multi-Agent Consensus with Visual Evidence Paddleocr-vl: Boosting multilingual document parsing via a 0.9 b ultra-compact vision-language model

Reference 3

Resolution: metadata mismatch; arxiv_id, observed 2026-06-28T23:42:50.109284Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 31d53cfe-e12b-436b-8ca3-0f04fe78385c · outbound

This paper cites Global Context or Local Detail? Adaptive Visual Grounding for Hallucination Mitigation.

Seeing Before Agreeing: Aligning Multi-Agent Consensus with Visual Evidence Global Context or Local Detail? Adaptive Visual Grounding for Hallucination Mitigation

Reference 4

Resolution: metadata mismatch; local_arxiv, observed 2026-06-28T23:42:50.106712Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 5d2113df-5e03-4ec0-977b-eb8c3d4c94f8 · outbound

This paper cites Understanding language prior of lvlms by contrasting chain-of-embedding.

Seeing Before Agreeing: Aligning Multi-Agent Consensus with Visual Evidence Understanding language prior of lvlms by contrasting chain-of-embedding

Reference 5

Resolution: metadata mismatch; arxiv_id, observed 2026-06-28T23:42:50.116964Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 139ea60d-c500-4400-ba0a-8c63b4dd7975 · outbound

This paper cites Rethinking Information Synthesis in Multimodal Question Answering A Multi-Agent Perspective.

Seeing Before Agreeing: Aligning Multi-Agent Consensus with Visual Evidence Rethinking Information Synthesis in Multimodal Question Answering A Multi-Agent Perspective

Reference 6

Resolution: metadata mismatch; local_arxiv, observed 2026-06-28T23:42:50.101564Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 767431fc-02e0-4b61-b88a-14d6445378ab · outbound

This paper cites Kimi-VL Technical Report.

Seeing Before Agreeing: Aligning Multi-Agent Consensus with Visual Evidence Kimi-VL Technical Report

Reference 7

Resolution: metadata mismatch; local_arxiv, observed 2026-06-28T23:42:50.104126Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 3ba05352-5776-4644-808b-75767a43de59 · outbound

This paper cites What color is the car?.

Seeing Before Agreeing: Aligning Multi-Agent Consensus with Visual Evidence What color is the car?

Reference 8

Resolution: unresolved; no resolver link, observed 2026-06-28T23:25:06.490634Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a58d6bfc-9072-49fd-81ff-7727be44a2f9 · outbound

This paper cites an unresolved cited work.

Seeing Before Agreeing: Aligning Multi-Agent Consensus with Visual Evidence Unresolved cited work

Reference 9

Resolution: unresolved; no resolver link, observed 2026-06-28T23:25:06.490634Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation daa697dd-12f9-4a35-b87e-c97fc31dc2be · outbound

This paper cites an unresolved cited work.

Seeing Before Agreeing: Aligning Multi-Agent Consensus with Visual Evidence Unresolved cited work

Reference 10

Resolution: unresolved; no resolver link, observed 2026-06-28T23:25:06.490634Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 081bc949-b909-459f-89c2-5fc121a875e5 · outbound

This paper cites an unresolved cited work.

Seeing Before Agreeing: Aligning Multi-Agent Consensus with Visual Evidence Unresolved cited work

Reference 11

Resolution: unresolved; no resolver link, observed 2026-06-28T23:25:06.490634Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e117657d-37fd-4b79-9470-b70e30d50e95 · outbound

This paper cites an unresolved cited work.

Seeing Before Agreeing: Aligning Multi-Agent Consensus with Visual Evidence Unresolved cited work

Reference 12

Resolution: unresolved; no resolver link, observed 2026-06-28T23:25:06.490634Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation cce9c74e-72f0-4e3e-9aad-f36e62577ed9 · outbound

This paper cites reasoning.

Seeing Before Agreeing: Aligning Multi-Agent Consensus with Visual Evidence reasoning

Reference 13

Resolution: unresolved; no resolver link, observed 2026-06-28T23:25:06.490634Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 519543bd-7fd7-4fb5-bc3f-b4e44d22ac7a · outbound

This paper cites an unresolved cited work.

Seeing Before Agreeing: Aligning Multi-Agent Consensus with Visual Evidence Unresolved cited work

Reference 14

Resolution: unresolved; no resolver link, observed 2026-06-28T23:25:06.490634Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e72e9f91-d581-44b6-9236-35d5b6324252 · outbound

This paper cites an unresolved cited work.

Seeing Before Agreeing: Aligning Multi-Agent Consensus with Visual Evidence Unresolved cited work

Reference 15

Resolution: unresolved; no resolver link, observed 2026-06-28T23:25:06.490634Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0086f8e7-1c92-4211-8cdf-1762dad893d4 · outbound

This paper cites an unresolved cited work.

Seeing Before Agreeing: Aligning Multi-Agent Consensus with Visual Evidence Unresolved cited work

Reference 16

Resolution: unresolved; no resolver link, observed 2026-06-28T23:25:06.490634Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 065cb7b1-21be-46b2-baa1-c0d2c5bae305 · outbound

This paper cites an unresolved cited work.

Seeing Before Agreeing: Aligning Multi-Agent Consensus with Visual Evidence Unresolved cited work

Reference 17

Resolution: unresolved; no resolver link, observed 2026-06-28T23:25:06.490634Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9896cc6f-5610-451e-a7ec-15c61117b727 · outbound

This paper cites an unresolved cited work.

Seeing Before Agreeing: Aligning Multi-Agent Consensus with Visual Evidence Unresolved cited work

Reference 18

Resolution: unresolved; no resolver link, observed 2026-06-28T23:25:06.490634Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation dd78d04b-b7d4-4587-8c66-e49702d93580 · outbound

This paper cites an unresolved cited work.

Seeing Before Agreeing: Aligning Multi-Agent Consensus with Visual Evidence Unresolved cited work

Reference 19

Resolution: unresolved; no resolver link, observed 2026-06-28T23:25:06.490634Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ddae0bc9-9907-49d3-b61b-4f1fe0bd11e9 · outbound

This paper cites claim_aligned.

Seeing Before Agreeing: Aligning Multi-Agent Consensus with Visual Evidence claim_aligned

Reference 20

Resolution: unresolved; no resolver link, observed 2026-06-28T23:25:06.490634Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 29d05af8-794e-4fa7-acfe-c231e6ccb3e8 · outbound

This paper cites an unresolved cited work.

Seeing Before Agreeing: Aligning Multi-Agent Consensus with Visual Evidence Unresolved cited work

Reference 21

Resolution: unresolved; no resolver link, observed 2026-06-28T23:25:06.490634Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a1c5e01d-9aa1-4783-b6b6-208cd98d6684 · outbound

This paper cites an unresolved cited work.

Seeing Before Agreeing: Aligning Multi-Agent Consensus with Visual Evidence Unresolved cited work

Reference 22

Resolution: unresolved; no resolver link, observed 2026-06-28T23:25:06.490634Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d4d6a327-2be1-485c-835e-19df43b19665 · outbound

This paper cites an unresolved cited work.

Seeing Before Agreeing: Aligning Multi-Agent Consensus with Visual Evidence Unresolved cited work

Reference 23

Resolution: unresolved; no resolver link, observed 2026-06-28T23:25:06.490634Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ebf9c37c-79f8-43d3-939e-cf9fb337f4d8 · outbound

This paper cites an unresolved cited work.

Seeing Before Agreeing: Aligning Multi-Agent Consensus with Visual Evidence Unresolved cited work

Reference 24

Resolution: unresolved; no resolver link, observed 2026-06-28T23:25:06.490634Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 94ddc01a-4a0c-4fe1-a43b-ce6a4f466579 · outbound

This paper cites answer":.

Seeing Before Agreeing: Aligning Multi-Agent Consensus with Visual Evidence answer":

Reference 25

Resolution: unresolved; no resolver link, observed 2026-06-28T23:25:06.490634Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 79bbdcc3-1e9c-4d65-8a67-04ccc6a6f736 · outbound

This paper cites an unresolved cited work.

Seeing Before Agreeing: Aligning Multi-Agent Consensus with Visual Evidence Unresolved cited work

Reference 26

Resolution: unresolved; no resolver link, observed 2026-06-28T23:25:06.490634Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6f5eca09-5182-4433-bb58-0e28182c1b82 · outbound

This paper cites an unresolved cited work.

Seeing Before Agreeing: Aligning Multi-Agent Consensus with Visual Evidence Unresolved cited work

Reference 27

Resolution: unresolved; no resolver link, observed 2026-06-28T23:25:06.490634Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 72b89c7e-ac67-4c09-89ba-29b6987eaf50 · outbound

This paper cites Self-Consistency(Wang et al., 2022).

Seeing Before Agreeing: Aligning Multi-Agent Consensus with Visual Evidence Self-Consistency(Wang et al., 2022)

Reference 28

Resolution: unresolved; no resolver link, observed 2026-06-28T23:25:06.490634Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3f956c4a-ef8b-4864-a3a4-110a213aa33f · outbound

This paper cites an unresolved cited work.

Seeing Before Agreeing: Aligning Multi-Agent Consensus with Visual Evidence Unresolved cited work

Reference 29

Resolution: unresolved; no resolver link, observed 2026-06-28T23:25:06.490634Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 629a701a-c3d1-4ca0-84d1-e2c15e860832 · outbound

This paper cites critique.

Seeing Before Agreeing: Aligning Multi-Agent Consensus with Visual Evidence critique

Reference 30

Resolution: unresolved; no resolver link, observed 2026-06-28T23:25:06.490634Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e41ed37b-ce0d-4317-b403-1670cd8005fc · outbound

This paper cites an unresolved cited work.

Seeing Before Agreeing: Aligning Multi-Agent Consensus with Visual Evidence Unresolved cited work

Reference 31

Resolution: unresolved; no resolver link, observed 2026-06-28T23:25:06.490634Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 42250e08-fc09-4a4b-aab1-8ac5e54e23aa · outbound

This paper cites an unresolved cited work.

Seeing Before Agreeing: Aligning Multi-Agent Consensus with Visual Evidence Unresolved cited work

Reference 32

Resolution: unresolved; no resolver link, observed 2026-06-28T23:25:06.490634Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1d39454c-5e08-4f81-b99a-5584813d104e · outbound

This paper cites an unresolved cited work.

Seeing Before Agreeing: Aligning Multi-Agent Consensus with Visual Evidence Unresolved cited work

Reference 33

Resolution: unresolved; no resolver link, observed 2026-06-28T23:25:06.490634Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6c851f40-1ad9-48f2-8c8f-22d216e4fcd4 · outbound

This paper cites an unresolved cited work.

Seeing Before Agreeing: Aligning Multi-Agent Consensus with Visual Evidence Unresolved cited work

Reference 34

Resolution: unresolved; no resolver link, observed 2026-06-28T23:25:06.490634Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e19565f7-c7a7-42f0-9027-d5665bb7fed5 · outbound

This paper cites reasoning.

Seeing Before Agreeing: Aligning Multi-Agent Consensus with Visual Evidence reasoning

Reference 35

Resolution: unresolved; no resolver link, observed 2026-06-28T23:25:06.490634Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 691f9e5e-333c-456c-a397-ad8b74a282aa · outbound

This paper cites an unresolved cited work.

Seeing Before Agreeing: Aligning Multi-Agent Consensus with Visual Evidence Unresolved cited work

Reference 36

Resolution: unresolved; no resolver link, observed 2026-06-28T23:25:06.490634Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d0e64a7f-0648-4c78-b15d-2bba4054c554 · outbound

This paper cites an unresolved cited work.

Seeing Before Agreeing: Aligning Multi-Agent Consensus with Visual Evidence Unresolved cited work

Reference 37

Resolution: unresolved; no resolver link, observed 2026-06-28T23:25:06.490634Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 57cb045c-ce99-4239-95be-1053bfaf84b0 · outbound

This paper cites an unresolved cited work.

Seeing Before Agreeing: Aligning Multi-Agent Consensus with Visual Evidence Unresolved cited work

Reference 38

Resolution: unresolved; no resolver link, observed 2026-06-28T23:25:06.490634Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ea258f71-13f9-473a-b867-3deecc31b89a · outbound

This paper cites Debate Judge Prompt You are given an image question and the full state of a multi-round debate among several vision-language agents.

Seeing Before Agreeing: Aligning Multi-Agent Consensus with Visual Evidence Debate Judge Prompt You are given an image question and the full state of a multi-round debate among several vision-language agents

Reference 39

Resolution: unresolved; no resolver link, observed 2026-06-28T23:25:06.490634Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c980eed4-a8f3-4ee0-85d7-b7794a8e07f1 · outbound

This paper cites an unresolved cited work.

Seeing Before Agreeing: Aligning Multi-Agent Consensus with Visual Evidence Unresolved cited work

Reference 40

Resolution: parse uncertain; no resolver link, observed 2026-06-28T23:25:06.490634Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 084afc4f-1c0c-4346-b253-bdea9e6b179d · outbound

This paper cites an unresolved cited work.

Seeing Before Agreeing: Aligning Multi-Agent Consensus with Visual Evidence Unresolved cited work

Reference 41

Resolution: unresolved; no resolver link, observed 2026-06-28T23:25:06.490634Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d4c57de4-928d-4310-8d02-c2a775537158 · outbound

This paper cites an unresolved cited work.

Seeing Before Agreeing: Aligning Multi-Agent Consensus with Visual Evidence Unresolved cited work

Reference 42

Resolution: unresolved; no resolver link, observed 2026-06-28T23:25:06.490634Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 14a2b7ac-1f3d-4e86-99cd-8c933d8ac87f · outbound

This paper cites reasoning.

Seeing Before Agreeing: Aligning Multi-Agent Consensus with Visual Evidence reasoning

Reference 43

Resolution: unresolved; no resolver link, observed 2026-06-28T23:25:06.490634Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c23523d5-66d1-42ca-bc3e-454787b3be52 · outbound

This paper cites an unresolved cited work.

Seeing Before Agreeing: Aligning Multi-Agent Consensus with Visual Evidence Unresolved cited work

Reference 44

Resolution: unresolved; no resolver link, observed 2026-06-28T23:25:06.490634Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5b36f079-8511-4002-adea-fe212d760a88 · outbound

This paper cites an unresolved cited work.

Seeing Before Agreeing: Aligning Multi-Agent Consensus with Visual Evidence Unresolved cited work

Reference 45

Resolution: unresolved; no resolver link, observed 2026-06-28T23:25:06.490634Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation db59deae-6f54-4af6-ab6f-ae9209cd6d5d · outbound

This paper cites an unresolved cited work.

Seeing Before Agreeing: Aligning Multi-Agent Consensus with Visual Evidence Unresolved cited work

Reference 46

Resolution: unresolved; no resolver link, observed 2026-06-28T23:25:06.490634Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0636cb18-4644-4ed8-8a7e-322e360f9d42 · outbound

This paper cites reasoning.

Seeing Before Agreeing: Aligning Multi-Agent Consensus with Visual Evidence reasoning

Reference 47

Resolution: unresolved; no resolver link, observed 2026-06-28T23:25:06.490634Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f18b7c8b-fab7-4b09-bac2-8a4f7a36290d · outbound

This paper cites an unresolved cited work.

Seeing Before Agreeing: Aligning Multi-Agent Consensus with Visual Evidence Unresolved cited work

Reference 48

Resolution: unresolved; no resolver link, observed 2026-06-28T23:25:06.490634Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2f3d7dba-d17f-482c-8059-e5d5a926eb32 · outbound

This paper cites an unresolved cited work.

Seeing Before Agreeing: Aligning Multi-Agent Consensus with Visual Evidence Unresolved cited work

Reference 50

Resolution: unresolved; no resolver link, observed 2026-06-28T23:25:06.490634Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 44fd0180-b5eb-4ce9-aa9e-476dfa73e756 · outbound

This paper cites reasoning.

Seeing Before Agreeing: Aligning Multi-Agent Consensus with Visual Evidence reasoning

Reference 51

Resolution: unresolved; no resolver link, observed 2026-06-28T23:25:06.490634Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation dacd2e2c-a31c-4e97-badf-1676b5963177 · outbound

This paper cites an unresolved cited work.

Seeing Before Agreeing: Aligning Multi-Agent Consensus with Visual Evidence Unresolved cited work

Reference 52

Resolution: unresolved; no resolver link, observed 2026-06-28T23:25:06.490634Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 60a77a13-077c-4d3b-ab2e-96daf1770a90 · outbound

This paper cites an unresolved cited work.

Seeing Before Agreeing: Aligning Multi-Agent Consensus with Visual Evidence Unresolved cited work

Reference 53

Resolution: unresolved; no resolver link, observed 2026-06-28T23:25:06.490634Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 381b2ea4-2d9d-4fc8-8958-48327467a670 · outbound

This paper cites an unresolved cited work.

Seeing Before Agreeing: Aligning Multi-Agent Consensus with Visual Evidence Unresolved cited work

Reference 54

Resolution: unresolved; no resolver link, observed 2026-06-28T23:25:06.490634Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8155d3c3-604f-4c80-83c3-4cffced7031d · outbound

This paper cites an unresolved cited work.

Seeing Before Agreeing: Aligning Multi-Agent Consensus with Visual Evidence Unresolved cited work

Reference 55

Resolution: unresolved; no resolver link, observed 2026-06-28T23:25:06.490634Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8d8dbd46-e36f-4754-ad5e-cd89f009967b · outbound

This paper cites selected_tools.

Seeing Before Agreeing: Aligning Multi-Agent Consensus with Visual Evidence selected_tools

Reference 56

Resolution: unresolved; no resolver link, observed 2026-06-28T23:25:06.490634Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 712bfc4a-47fc-4c7c-8271-709c1bc95229 · outbound

This paper cites an unresolved cited work.

Seeing Before Agreeing: Aligning Multi-Agent Consensus with Visual Evidence Unresolved cited work

Reference 57

Resolution: unresolved; no resolver link, observed 2026-06-28T23:25:06.490634Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 563eb13e-48a4-461f-ad66-36a0b28b5415 · outbound

This paper cites grounding.

Seeing Before Agreeing: Aligning Multi-Agent Consensus with Visual Evidence grounding

Reference 58

Resolution: unresolved; no resolver link, observed 2026-06-28T23:25:06.490634Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 973a3a4f-178a-4850-bb59-40215e04ddfc · outbound

This paper cites object_detection.

Seeing Before Agreeing: Aligning Multi-Agent Consensus with Visual Evidence object_detection

Reference 59

Resolution: unresolved; no resolver link, observed 2026-06-28T23:25:06.490634Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7bc66f91-6579-4885-aa8a-c516c2e970f3 · outbound

This paper cites an unresolved cited work.

Seeing Before Agreeing: Aligning Multi-Agent Consensus with Visual Evidence Unresolved cited work

Reference 60

Resolution: unresolved; no resolver link, observed 2026-06-28T23:25:06.490634Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 84defffa-7ca2-40ec-8762-e56c16782f49 · outbound

This paper cites spatial_reasoning.

Seeing Before Agreeing: Aligning Multi-Agent Consensus with Visual Evidence spatial_reasoning

Reference 61

Resolution: unresolved; no resolver link, observed 2026-06-28T23:25:06.490634Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e4100466-f22c-4fed-9b67-ee90c8a2c105 · outbound

This paper cites captioning.

Seeing Before Agreeing: Aligning Multi-Agent Consensus with Visual Evidence captioning

Reference 62

Resolution: unresolved; no resolver link, observed 2026-06-28T23:25:06.490634Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 21341479-cd37-49a0-ac54-504f2bd78e74 · outbound

This paper cites attribute_detection.

Seeing Before Agreeing: Aligning Multi-Agent Consensus with Visual Evidence attribute_detection

Reference 63

Resolution: unresolved; no resolver link, observed 2026-06-28T23:25:06.490634Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation adb3f426-2621-4651-a6d6-c67877e18d84 · outbound

This paper cites reasoning.

Seeing Before Agreeing: Aligning Multi-Agent Consensus with Visual Evidence reasoning

Reference 64

Resolution: unresolved; no resolver link, observed 2026-06-28T23:25:06.490634Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 26974daf-c342-4826-8799-04bca1b8ce7e · outbound

This paper cites tool_name.

Seeing Before Agreeing: Aligning Multi-Agent Consensus with Visual Evidence tool_name

Reference 65

Resolution: unresolved; no resolver link, observed 2026-06-28T23:25:06.490634Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e4f0a856-0129-43e4-b4fa-f5db341bb3fd · outbound

This paper cites an unresolved cited work.

Seeing Before Agreeing: Aligning Multi-Agent Consensus with Visual Evidence Unresolved cited work

Reference 66

Resolution: unresolved; no resolver link, observed 2026-06-28T23:25:06.490634Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b2933462-7fb3-42e9-829f-52b5ff22545b · outbound

This paper cites an unresolved cited work.

Seeing Before Agreeing: Aligning Multi-Agent Consensus with Visual Evidence Unresolved cited work

Reference 67

Resolution: unresolved; no resolver link, observed 2026-06-28T23:25:06.490634Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3721b60b-30a6-45ff-9ea1-9eb87a01aa53 · outbound

This paper cites an unresolved cited work.

Seeing Before Agreeing: Aligning Multi-Agent Consensus with Visual Evidence Unresolved cited work

Reference 68

Resolution: unresolved; no resolver link, observed 2026-06-28T23:25:06.490634Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 75af5d09-2e30-4e55-9f7b-02e06d618d08 · outbound

This paper cites an unresolved cited work.

Seeing Before Agreeing: Aligning Multi-Agent Consensus with Visual Evidence Unresolved cited work

Reference 69

Resolution: unresolved; no resolver link, observed 2026-06-28T23:25:06.490634Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0bc5913b-ee6c-44fc-a102-857081223dca · outbound

This paper cites reasoning.

Seeing Before Agreeing: Aligning Multi-Agent Consensus with Visual Evidence reasoning

Reference 70

Resolution: unresolved; no resolver link, observed 2026-06-28T23:25:06.490634Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1c07fd41-76f4-4c1a-8c3a-7d4239a0e137 · outbound

This paper cites an unresolved cited work.

Seeing Before Agreeing: Aligning Multi-Agent Consensus with Visual Evidence Unresolved cited work

Reference 71

Resolution: unresolved; no resolver link, observed 2026-06-28T23:25:06.490634Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0b45b8d9-ec2d-48d7-8c0b-414dc9bfd8ee · outbound

This paper cites an unresolved cited work.

Seeing Before Agreeing: Aligning Multi-Agent Consensus with Visual Evidence Unresolved cited work

Reference 72

Resolution: unresolved; no resolver link, observed 2026-06-28T23:25:06.490634Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8d26148d-2827-45c1-9353-1619285f96e8 · outbound

This paper cites an unresolved cited work.

Seeing Before Agreeing: Aligning Multi-Agent Consensus with Visual Evidence Unresolved cited work

Reference 73

Resolution: unresolved; no resolver link, observed 2026-06-28T23:25:06.490634Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation cf286b1e-39c0-4753-b253-21162600413e · outbound

This paper cites an unresolved cited work.

Seeing Before Agreeing: Aligning Multi-Agent Consensus with Visual Evidence Unresolved cited work

Reference 74

Resolution: unresolved; no resolver link, observed 2026-06-28T23:25:06.490634Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4d1b4a46-2128-4145-980a-42f1121db5d8 · outbound

This paper cites an unresolved cited work.

Seeing Before Agreeing: Aligning Multi-Agent Consensus with Visual Evidence Unresolved cited work

Reference 75

Resolution: unresolved; no resolver link, observed 2026-06-28T23:25:06.490634Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9785a817-8555-42b4-a42f-5c79fb8a8205 · outbound

This paper cites reasoning.

Seeing Before Agreeing: Aligning Multi-Agent Consensus with Visual Evidence reasoning

Reference 76

Resolution: unresolved; no resolver link, observed 2026-06-28T23:25:06.490634Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5723b053-7a1f-4dcc-b951-b2753d827ff6 · outbound

This paper cites an unresolved cited work.

Seeing Before Agreeing: Aligning Multi-Agent Consensus with Visual Evidence Unresolved cited work

Reference 77

Resolution: unresolved; no resolver link, observed 2026-06-28T23:25:06.490634Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a0e001dc-d75c-4895-a9ba-210aa42e8471 · outbound

This paper cites an unresolved cited work.

Seeing Before Agreeing: Aligning Multi-Agent Consensus with Visual Evidence Unresolved cited work

Reference 78

Resolution: unresolved; no resolver link, observed 2026-06-28T23:25:06.490634Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 41664a9c-fb79-424b-82b2-ffe1a71e2cb0 · outbound

This paper cites an unresolved cited work.

Seeing Before Agreeing: Aligning Multi-Agent Consensus with Visual Evidence Unresolved cited work

Reference 79

Resolution: unresolved; no resolver link, observed 2026-06-28T23:25:06.490634Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c5ce8aa5-5d27-4c63-9438-af4a4b63ce13 · outbound

This paper cites an unresolved cited work.

Seeing Before Agreeing: Aligning Multi-Agent Consensus with Visual Evidence Unresolved cited work

Reference 80

Resolution: unresolved; no resolver link, observed 2026-06-28T23:25:06.490634Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a77ef8b2-df1c-4bda-b1ed-3d228f1f6c9f · outbound

This paper cites an unresolved cited work.

Seeing Before Agreeing: Aligning Multi-Agent Consensus with Visual Evidence Unresolved cited work

Reference 81

Resolution: unresolved; no resolver link, observed 2026-06-28T23:25:06.490634Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 53a5ef7b-718c-42af-a894-78d7dae62210 · outbound

This paper cites J” is visible. Qwen: B = No It checks the shown crop rather than assuming a complete keyboard layout; it notes that the region around H and K is not visible and that “J.

Seeing Before Agreeing: Aligning Multi-Agent Consensus with Visual Evidence J” is visible. Qwen: B = No It checks the shown crop rather than assuming a complete keyboard layout; it notes that the region around H and K is not visible and that “J

Reference 82

Resolution: unresolved; no resolver link, observed 2026-06-28T23:25:06.490634Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Coverage vector

Reference resolution

Outbound references

Pith citing papers