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Paper Citation Record · LEDGER

From Voting to Agent Collaboration: Answer-Type-Aware LLM Pipelines for BioASQ 14b

As of 13 August 2026, this Paper Citation Record lists 57 of 57 outbound references and 0 inbound Pith citation observations for arXiv:2607.06452.

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

pith.paper-citation-record.v1
2607.06452 v1

Coverage vector

measured 57 of 57 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-07-08T05:22:50.462331Z

measured 57 of 57 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-12T06:34:41.77262+00:00

measured 0 of 0 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links

measured 0 of 1 external citation measurements

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

Source: cited_works

Reference resolution

57 of 57 outbound references displayed

  • verified exact14
  • verified fuzzy21
  • unresolved18
  • parse uncertain1
  • malformed identifier3
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 7ef488e2-71a4-483c-8e38-ecc53e707d63 · outbound

This paper cites An overview of the BIOASQ large-scale biomedical semantic indexing and question answering competition.BMC Bioinformatics, 16:138.

From Voting to Agent Collaboration: Answer-Type-Aware LLM Pipelines for BioASQ 14b An overview of the BIOASQ large-scale biomedical semantic indexing and question answering competition.BMC Bioinformatics, 16:138

Reference 1

Resolution
verified exact
doi, observed 2026-07-08T05:24:31.720937Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

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Observation d9a41411-a0e8-4436-bd86-cb857fe6ad1f · outbound

This paper cites an unresolved cited work.

From Voting to Agent Collaboration: Answer-Type-Aware LLM Pipelines for BioASQ 14b Unresolved cited work

Reference 2

Resolution
malformed identifier
raw_fallback, observed 2026-07-08T05:24:32.180728Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

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Observation 4a1574b9-ef58-4977-970e-9dab7ac527d9 · outbound

This paper cites Krithara, A.

From Voting to Agent Collaboration: Answer-Type-Aware LLM Pipelines for BioASQ 14b Krithara, A

Reference 3

Resolution
malformed identifier
raw_fallback, observed 2026-07-08T05:24:32.157229Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

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Observation 7884b43e-2c76-43f8-b18f-4c50800e3b48 · outbound

This paper cites Liévin, C.

From Voting to Agent Collaboration: Answer-Type-Aware LLM Pipelines for BioASQ 14b Liévin, C

Reference 4

Resolution
verified exact
arxiv_id, observed 2026-07-08T05:24:31.721578Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

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Observation cd4ffa5b-9392-414a-9e4a-1532aa98df31 · outbound

This paper cites Singhal, T.

From Voting to Agent Collaboration: Answer-Type-Aware LLM Pipelines for BioASQ 14b Singhal, T

Reference 5

Resolution
verified fuzzy
raw_fallback, observed 2026-07-08T05:24:32.133962Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-07-08T05:22:50.462331Z digest=sha256:4b3afbcb2b05532040bbb4aaf55d8eac78b156d68baf4dbb6315bcc31103dbef

Observation e1fa57f1-3975-4964-8d99-ca24a0c185df · outbound

This paper cites Zhang, Z.

From Voting to Agent Collaboration: Answer-Type-Aware LLM Pipelines for BioASQ 14b Zhang, Z

Reference 6

Resolution
verified fuzzy
raw_fallback, observed 2026-07-08T05:24:32.167543Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-07-08T05:22:50.462331Z digest=sha256:0b1a7f48739174c038853b5990fea15ef86cee4528fbf03c7a0f7ba997784571

Observation e32c882c-8e53-4c7e-a5b8-867115386abb · outbound

This paper cites Breaking Failure Cascades: Step-Aware Reinforcement Learning for Medical Multimodal Reasoning.

From Voting to Agent Collaboration: Answer-Type-Aware LLM Pipelines for BioASQ 14b Breaking Failure Cascades: Step-Aware Reinforcement Learning for Medical Multimodal Reasoning

Reference 7

Resolution
verified exact
local_arxiv, observed 2026-07-08T05:24:31.804241Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-07-08T05:22:50.462331Z digest=sha256:d5850285ce9a9be673f60a2e9158e70d7b71808354edf791bdd28f2afe79a398

Observation 8302eac6-48e1-4798-8533-b1b03288a8b9 · outbound

This paper cites an unresolved cited work.

From Voting to Agent Collaboration: Answer-Type-Aware LLM Pipelines for BioASQ 14b Unresolved cited work

Reference 8

Resolution
unresolved
raw_fallback, observed 2026-07-08T05:24:32.184492Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-07-08T05:22:50.462331Z digest=sha256:f92ee2992749c0ebece2ae888e8eec0f1d4b5277e42c42ef6a984daa2dd61373

Observation 92b65d84-9e9c-4e47-85aa-77b68fe236e8 · outbound

This paper cites Lost in the Middle: How Language Models Use Long Contexts.

From Voting to Agent Collaboration: Answer-Type-Aware LLM Pipelines for BioASQ 14b Lost in the Middle: How Language Models Use Long Contexts

Reference 9

Resolution
verified exact
local_arxiv, observed 2026-07-08T05:24:31.804033Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-07-08T05:22:50.462331Z digest=sha256:a584e0e506559f3d99997f9fdf86f2efddcb059bb52ab074d51c733afee1a5db

Observation 7fe5f348-374b-4172-8698-f23bbfe245f2 · outbound

This paper cites an unresolved cited work.

From Voting to Agent Collaboration: Answer-Type-Aware LLM Pipelines for BioASQ 14b Unresolved cited work

Reference 10

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verified exact
arxiv_id, observed 2026-07-08T05:24:31.714090Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

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Observation 76af341c-c8f7-40b4-97cd-90d68fa40154 · outbound

This paper cites Retrieval-Augmented Generation for Knowledge-Intensive NLP Tasks.

From Voting to Agent Collaboration: Answer-Type-Aware LLM Pipelines for BioASQ 14b Retrieval-Augmented Generation for Knowledge-Intensive NLP Tasks

Reference 11

Resolution
verified exact
local_arxiv, observed 2026-07-08T05:24:31.798699Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

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Observation 011619c8-5c30-4a4a-ab89-6fbf3a1df354 · outbound

This paper cites an unresolved cited work.

From Voting to Agent Collaboration: Answer-Type-Aware LLM Pipelines for BioASQ 14b Unresolved cited work

Reference 12

Resolution
unresolved
raw_fallback, observed 2026-07-08T05:24:32.152438Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-07-08T05:22:50.462331Z digest=sha256:d7ea4770b59e336f61cfbec30679d69b9b556e71f95eea1c94dec7698adbda54

Observation 97de2cc2-19ee-402e-9a96-e186ad430ea7 · outbound

This paper cites an unresolved cited work.

From Voting to Agent Collaboration: Answer-Type-Aware LLM Pipelines for BioASQ 14b Unresolved cited work

Reference 13

Resolution
unresolved
raw_fallback, observed 2026-07-08T05:24:32.183347Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-07-08T05:22:50.462331Z digest=sha256:c2e8096af77f7ba498ba07b6fc2103cc36d82bbbfbd5a5a69e056992e7848697

Observation 14f0c116-02d8-414b-8ad2-7e4501b1f77b · outbound

This paper cites Overview of BioASQ 2025: The Thirteenth BioASQ Challenge on Large-Scale Biomedical Semantic Indexing and Question Answering.

From Voting to Agent Collaboration: Answer-Type-Aware LLM Pipelines for BioASQ 14b Overview of BioASQ 2025: The Thirteenth BioASQ Challenge on Large-Scale Biomedical Semantic Indexing and Question Answering

Reference 14

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verified exact
local_arxiv, observed 2026-07-08T05:24:31.801452Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-07-08T05:22:50.462331Z digest=sha256:89b542ae4fe1ff54d4f4c6b90ab7db99304879245259eb43cb4b9dd18f537602

Observation 9b10c130-5e96-4555-82ee-ba04d3ea4672 · outbound

This paper cites an unresolved cited work.

From Voting to Agent Collaboration: Answer-Type-Aware LLM Pipelines for BioASQ 14b Unresolved cited work

Reference 15

Resolution
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raw_fallback, observed 2026-07-08T05:24:32.148191Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-07-08T05:22:50.462331Z digest=sha256:051f6c87aa6767ed3978b9327c959fa5bd057a91c38f9b15729143e3da56c4c7

Observation 48912eee-be9d-4364-a863-86cf47688349 · outbound

This paper cites Asgari, N.

From Voting to Agent Collaboration: Answer-Type-Aware LLM Pipelines for BioASQ 14b Asgari, N

Reference 16

Resolution
verified fuzzy
raw_fallback, observed 2026-07-08T05:24:32.177065Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

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Observation 6a598446-b78f-4620-ab3b-daf7f3670599 · outbound

This paper cites Improving Medical Reasoning through Retrieval and Self-Reflection with Retrieval-Augmented Large Language Models.

From Voting to Agent Collaboration: Answer-Type-Aware LLM Pipelines for BioASQ 14b Improving Medical Reasoning through Retrieval and Self-Reflection with Retrieval-Augmented Large Language Models

Reference 17

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verified exact
local_arxiv, observed 2026-07-08T05:24:31.784070Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

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Observation 720227c7-0ab6-4d8f-817d-e2fb1392be5c · outbound

This paper cites BioRAGent: A Retrieval-Augmented Generation System for Showcasing Generative Query Expansion and Domain-Specific Search for Scientific Q&A.

From Voting to Agent Collaboration: Answer-Type-Aware LLM Pipelines for BioASQ 14b BioRAGent: A Retrieval-Augmented Generation System for Showcasing Generative Query Expansion and Domain-Specific Search for Scientific Q&A

Reference 18

Resolution
verified exact
local_arxiv, observed 2026-07-08T05:24:31.806946Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

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Observation 3dd91ff6-dd17-4e56-af0c-4934a608bcac · outbound

This paper cites an unresolved cited work.

From Voting to Agent Collaboration: Answer-Type-Aware LLM Pipelines for BioASQ 14b Unresolved cited work

Reference 19

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unresolved
raw_fallback, observed 2026-07-08T05:24:32.191695Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

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Observation 3c00c550-14b2-4a0e-87d1-8990da85f218 · outbound

This paper cites an unresolved cited work.

From Voting to Agent Collaboration: Answer-Type-Aware LLM Pipelines for BioASQ 14b Unresolved cited work

Reference 20

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unresolved
raw_fallback, observed 2026-07-08T05:24:32.175294Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-07-08T05:22:50.462331Z digest=sha256:2b5477003bc45a6aaa2c284f2432e3efa6fd75c26d25f1d999b5d00776547e3a

Observation 5a77ff70-ca43-4927-acf6-8ef3f2e4d7e8 · outbound

This paper cites Reflexion: Language Agents with Verbal Reinforcement Learning.

From Voting to Agent Collaboration: Answer-Type-Aware LLM Pipelines for BioASQ 14b Reflexion: Language Agents with Verbal Reinforcement Learning

Reference 21

Resolution
verified exact
local_arxiv, observed 2026-07-08T05:24:31.789795Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-07-08T05:22:50.462331Z digest=sha256:49de915eafcec89460539fe85fefd2f718c7466f79c8320a17b8e9a507979627

Observation 06c7ee60-6334-4a34-9c63-d13ecc7e2868 · outbound

This paper cites Chain-of-Thought Prompting Elicits Reasoning in Large Language Models.

From Voting to Agent Collaboration: Answer-Type-Aware LLM Pipelines for BioASQ 14b Chain-of-Thought Prompting Elicits Reasoning in Large Language Models

Reference 22

Resolution
verified exact
local_arxiv, observed 2026-07-08T05:24:31.792357Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-07-08T05:22:50.462331Z digest=sha256:87177c1b0d7b7f0f89deb9c08f1a39e164011a0ea2232e1f893eda5a9354e88a

Observation aca533cb-eab2-4b50-8774-247bc8855a71 · outbound

This paper cites Self-Consistency Improves Chain of Thought Reasoning in Language Models.

From Voting to Agent Collaboration: Answer-Type-Aware LLM Pipelines for BioASQ 14b Self-Consistency Improves Chain of Thought Reasoning in Language Models

Reference 23

Resolution
verified exact
local_arxiv, observed 2026-07-08T05:24:31.795074Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-07-08T05:22:50.462331Z digest=sha256:d7e8575f83a1b662a165d8b9d57f5852d4de987cfe81200445dd4b291a919cca

Observation 8dff8853-69a7-43c9-a5f6-a8f7e3638b8b · outbound

This paper cites MedAgents: Large Language Models as Collaborators for Zero-shot Medical Reasoning.

From Voting to Agent Collaboration: Answer-Type-Aware LLM Pipelines for BioASQ 14b MedAgents: Large Language Models as Collaborators for Zero-shot Medical Reasoning

Reference 24

Resolution
verified exact
local_arxiv, observed 2026-07-08T05:24:31.801275Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

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Observation 70bc9ebe-bdea-4516-9fa0-4e3254b058c7 · outbound

This paper cites Angulo, V.

From Voting to Agent Collaboration: Answer-Type-Aware LLM Pipelines for BioASQ 14b Angulo, V

Reference 25

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verified fuzzy
raw_fallback, observed 2026-07-08T05:24:32.185379Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-07-08T05:22:50.462331Z digest=sha256:7e93e6691c9ebda2abd4e80fa0b456b275248afa6cc107eb620bd69cd11d4bff

Observation d2570b17-b01c-4534-bd42-7c8b7aae1b53 · outbound

This paper cites an unresolved cited work.

From Voting to Agent Collaboration: Answer-Type-Aware LLM Pipelines for BioASQ 14b Unresolved cited work

Reference 26

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raw_fallback, observed 2026-07-08T05:24:32.173342Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

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Observation e2a61dcf-8a4f-458f-a818-fd88e34b38af · outbound

This paper cites an unresolved cited work.

From Voting to Agent Collaboration: Answer-Type-Aware LLM Pipelines for BioASQ 14b Unresolved cited work

Reference 28

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unresolved
raw_fallback, observed 2026-07-08T05:24:32.180993Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-07-08T05:22:50.462331Z digest=sha256:0f2e5bd2f7ac34fc5bf5b464e8cc3beccb1afe304792730458d0ccffb95360bb

Observation 36b5678b-c05a-4b36-b6e6-734829ea1d5d · outbound

This paper cites an unresolved cited work.

From Voting to Agent Collaboration: Answer-Type-Aware LLM Pipelines for BioASQ 14b Unresolved cited work

Reference 29

Resolution
parse uncertain
raw_fallback, observed 2026-07-08T05:24:32.182545Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-07-08T05:22:50.462331Z digest=sha256:f916db4abc59e4ec9fcec55408e3742f6c3fc008556a346b78e362087a133768

Observation 3d2ecd9a-cbce-4d61-9bf8-0b9d20258a25 · outbound

This paper cites Malakasiotis, I.

From Voting to Agent Collaboration: Answer-Type-Aware LLM Pipelines for BioASQ 14b Malakasiotis, I

Reference 30

Resolution
verified fuzzy
raw_fallback, observed 2026-07-08T05:24:32.124620Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-07-08T05:22:50.462331Z digest=sha256:aaf7a2619a9c6e6b1589f4f44431692083aba08ed2624936704c0768127bbe03

Observation f1c45a15-21b3-407e-8074-12e6066a2918 · outbound

This paper cites Accessed: 2026-05- 28.

From Voting to Agent Collaboration: Answer-Type-Aware LLM Pipelines for BioASQ 14b Accessed: 2026-05- 28

Reference 31

Resolution
verified fuzzy
raw_fallback, observed 2026-07-08T05:24:32.132103Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-07-08T05:22:50.462331Z digest=sha256:87a1ae3e96d430afcdf56b22d0d59114c7f6274f7601874082b50a28beaebff2

Observation 1f83a541-4484-4f1a-9f58-a007ad328a8e · outbound

This paper cites Accessed: 2026- 05-28.

From Voting to Agent Collaboration: Answer-Type-Aware LLM Pipelines for BioASQ 14b Accessed: 2026- 05-28

Reference 32

Resolution
verified fuzzy
raw_fallback, observed 2026-07-08T05:24:32.144308Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-07-08T05:22:50.462331Z digest=sha256:ada0cbbdf98abe62ca169fa78e14bad067aafd78e39f984ab3aea81ffde8e4f8

Observation 9b570be7-a32c-48b8-b8ed-d3b8e782496e · outbound

This paper cites Accessed: 2026-05-28.

From Voting to Agent Collaboration: Answer-Type-Aware LLM Pipelines for BioASQ 14b Accessed: 2026-05-28

Reference 33

Resolution
verified fuzzy
raw_fallback, observed 2026-07-08T05:24:32.193758Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-07-08T05:22:50.462331Z digest=sha256:46c5255230e730f27831c3fb7ba43bd2e39a4bc6de6affc5892e24d489ec00b6

Observation 1d31a242-9a73-468a-97ef-dc4de74774ed · outbound

This paper cites What Makes Good In-Context Examples for GPT-$3$?.

From Voting to Agent Collaboration: Answer-Type-Aware LLM Pipelines for BioASQ 14b What Makes Good In-Context Examples for GPT-$3$?

Reference 34

Resolution
verified exact
local_arxiv, observed 2026-07-08T05:24:31.789600Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-07-08T05:22:50.462331Z digest=sha256:ea6b408d04753e4f9609d7fa334f7e47908628594c50d6887f82c5bf93363ca7

Observation 10b04f3d-eaee-4f86-847e-017cb321620f · outbound

This paper cites an unresolved cited work.

From Voting to Agent Collaboration: Answer-Type-Aware LLM Pipelines for BioASQ 14b Unresolved cited work

Reference 35

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unresolved
raw_fallback, observed 2026-07-08T05:24:32.167109Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-07-08T05:22:50.462331Z digest=sha256:fd4face633b1e54585ac8f4623a6167197a1a9e5ed1baa601aecdc0976d123f9

Observation 512f832f-3418-4a53-9800-c53bdf85b2b6 · outbound

This paper cites Accessed: 2026-05-28.

From Voting to Agent Collaboration: Answer-Type-Aware LLM Pipelines for BioASQ 14b Accessed: 2026-05-28

Reference 36

Resolution
verified fuzzy
raw_fallback, observed 2026-07-08T05:24:32.178867Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-07-08T05:22:50.462331Z digest=sha256:55cb67abf90ba1a0a2ad3fc27c4fdfb8dc669a1d614d70a1082624173bae6b97

Observation 1f23ca18-2dc1-40e5-8147-30896a4294e6 · outbound

This paper cites Accessed: 2026-05-28.

From Voting to Agent Collaboration: Answer-Type-Aware LLM Pipelines for BioASQ 14b Accessed: 2026-05-28

Reference 37

Resolution
verified fuzzy
raw_fallback, observed 2026-07-08T05:24:32.171042Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-07-08T05:22:50.462331Z digest=sha256:d024d3b6346d3f26be9272854013122be383501d63455bc5f706bf0dbf28983d

Observation 75133f9c-7f17-40b1-96d1-8d91d6ccff58 · outbound

This paper cites Accessed: 2026-05-28.

From Voting to Agent Collaboration: Answer-Type-Aware LLM Pipelines for BioASQ 14b Accessed: 2026-05-28

Reference 38

Resolution
verified fuzzy
raw_fallback, observed 2026-07-08T05:24:32.138570Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-07-08T05:22:50.462331Z digest=sha256:cae7e329aa5a4b3236788e311f3f7a5ab4d69accea3c1750cf741f979a671850

Observation 29733bbf-987e-468a-ba8c-6754011e61c3 · outbound

This paper cites Accessed: 2026-05-28.

From Voting to Agent Collaboration: Answer-Type-Aware LLM Pipelines for BioASQ 14b Accessed: 2026-05-28

Reference 39

Resolution
verified fuzzy
raw_fallback, observed 2026-07-08T05:24:32.197787Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-07-08T05:22:50.462331Z digest=sha256:61d9834d83fac9572b25ebc44f591583eb6b294dc9a47ce61a75c8b80f1f3706

Observation 93da0e67-edd8-4d21-a68c-d6cd0b79536c · outbound

This paper cites Accessed: 2026-05-28.

From Voting to Agent Collaboration: Answer-Type-Aware LLM Pipelines for BioASQ 14b Accessed: 2026-05-28

Reference 40

Resolution
verified fuzzy
raw_fallback, observed 2026-07-08T05:24:32.176860Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-07-08T05:22:50.462331Z digest=sha256:673f75bfeeb5a9bef465c5a0a9430abe071779a1f00680c3b3e9e6917172b453

Observation f6f746f4-d76e-4769-9617-06e770afa38f · outbound

This paper cites Accessed: 2026-05-28.

From Voting to Agent Collaboration: Answer-Type-Aware LLM Pipelines for BioASQ 14b Accessed: 2026-05-28

Reference 41

Resolution
verified fuzzy
raw_fallback, observed 2026-07-08T05:24:32.142557Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-07-08T05:22:50.462331Z digest=sha256:2d46d2c4cd757f49243bd0b2d23dd93a392bafe709c31a6d63df8d49177eaf4f

Observation 2358ae41-0d7f-4cc0-b2cb-f20ab14e8463 · outbound

This paper cites an unresolved cited work.

From Voting to Agent Collaboration: Answer-Type-Aware LLM Pipelines for BioASQ 14b Unresolved cited work

Reference 42

Resolution
unresolved
raw_fallback, observed 2026-07-08T05:24:32.122884Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-07-08T05:22:50.462331Z digest=sha256:3d1ef0c2e16437b94c06ca58068a9af54360eea2dd9505d5cc1b6ddf8c195193

Observation f529e76b-1236-4628-85a7-d27f589ab183 · outbound

This paper cites an unresolved cited work.

From Voting to Agent Collaboration: Answer-Type-Aware LLM Pipelines for BioASQ 14b Unresolved cited work

Reference 43

Resolution
unresolved
raw_fallback, observed 2026-07-08T05:24:32.169097Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-07-08T05:22:50.462331Z digest=sha256:bc89a674104c1a05de29cdde054c9c9da891443c24998dd0b9836084bb5ab7d5

Observation 2754e922-dd9c-4cfc-b34d-ced7b9b540dc · outbound

This paper cites an unresolved cited work.

From Voting to Agent Collaboration: Answer-Type-Aware LLM Pipelines for BioASQ 14b Unresolved cited work

Reference 44

Resolution
unresolved
raw_fallback, observed 2026-07-08T05:24:32.160701Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-07-08T05:22:50.462331Z digest=sha256:b92c48edf4f6999fc3d184ede9593f165dd5a6d7a6c62030b8bed65922660274

Observation c20d7ed7-b489-4d67-b60e-7cd9605a86e7 · outbound

This paper cites an unresolved cited work.

From Voting to Agent Collaboration: Answer-Type-Aware LLM Pipelines for BioASQ 14b Unresolved cited work

Reference 45

Resolution
unresolved
raw_fallback, observed 2026-07-08T05:24:32.175070Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-07-08T05:22:50.462331Z digest=sha256:b0641fcaed5dcf4c836a479f9b942e88b7fb497b0897a4d8076e3d78af65815c

Observation 234de895-3115-4574-87c1-87b6d6c7a279 · outbound

This paper cites relevant_snippets.

From Voting to Agent Collaboration: Answer-Type-Aware LLM Pipelines for BioASQ 14b relevant_snippets

Reference 46

Resolution
verified fuzzy
raw_fallback, observed 2026-07-08T05:24:32.186760Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-07-08T05:22:50.462331Z digest=sha256:16d78826e1c85667f26d6487af6be8c2f53e8053f70efc4261d3d073a6971102

Observation 3c120144-ff73-4eb4-a98a-74e01d467985 · outbound

This paper cites an unresolved cited work.

From Voting to Agent Collaboration: Answer-Type-Aware LLM Pipelines for BioASQ 14b Unresolved cited work

Reference 47

Resolution
unresolved
raw_fallback, observed 2026-07-08T05:24:32.148027Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-07-08T05:22:50.462331Z digest=sha256:8f6df2e9f3ce5053d931b602807b6165c47857a8cbf2e669f83085c8a299895c

Observation d1d585dc-b981-40e2-a601-5d9b1ea2fd5e · outbound

This paper cites an unresolved cited work.

From Voting to Agent Collaboration: Answer-Type-Aware LLM Pipelines for BioASQ 14b Unresolved cited work

Reference 48

Resolution
unresolved
raw_fallback, observed 2026-07-08T05:24:32.162250Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-07-08T05:22:50.462331Z digest=sha256:e085c3ae76619985ea67107e2366ec645d84cb0e5219aaa96e9584e3e11a47f6

Observation 677a65b9-b5c3-4362-802f-0f2b50f033bb · outbound

This paper cites an unresolved cited work.

From Voting to Agent Collaboration: Answer-Type-Aware LLM Pipelines for BioASQ 14b Unresolved cited work

Reference 49

Resolution
unresolved
raw_fallback, observed 2026-07-08T05:24:32.189410Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-07-08T05:22:50.462331Z digest=sha256:5dcaa82ae19aa51e60406a72e272875dbe3100f7f22d83f3f75f2ba75fde1ad3

Observation 05f7a5b6-cbfe-4764-bb7f-9493e4923ef9 · outbound

This paper cites an unresolved cited work.

From Voting to Agent Collaboration: Answer-Type-Aware LLM Pipelines for BioASQ 14b Unresolved cited work

Reference 50

Resolution
unresolved
raw_fallback, observed 2026-07-08T05:24:32.140665Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-07-08T05:22:50.462331Z digest=sha256:f66d4586386160355fb2696dfca10237752d8ab9875eddf6c1ebf207a478b5be

Observation cac603aa-e549-464e-92e0-25e3b9ae230e · outbound

This paper cites an unresolved cited work.

From Voting to Agent Collaboration: Answer-Type-Aware LLM Pipelines for BioASQ 14b Unresolved cited work

Reference 51

Resolution
unresolved
raw_fallback, observed 2026-07-08T05:24:32.195675Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-07-08T05:22:50.462331Z digest=sha256:c387a57f2df3f3139665a6cfada283ba73e5cc8d4ddfbec3559c9f0cbcd5ef0c

Observation 1afebc96-96e2-4284-ba8a-6cbca9ba51da · outbound

This paper cites verdict":.

From Voting to Agent Collaboration: Answer-Type-Aware LLM Pipelines for BioASQ 14b verdict":

Reference 52

Resolution
verified fuzzy
raw_fallback, observed 2026-07-08T05:24:32.109072Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-07-08T05:22:50.462331Z digest=sha256:689d6a7ab7b93d4c94c2719f75ddbb2411b8e23ea4c843bc40ea88342dc592b2

Observation f37eb5ec-7afc-4a67-8f5e-e040e0156345 · outbound

This paper cites supported.

From Voting to Agent Collaboration: Answer-Type-Aware LLM Pipelines for BioASQ 14b supported

Reference 53

Resolution
verified fuzzy
raw_fallback, observed 2026-07-08T05:24:32.121055Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-07-08T05:22:50.462331Z digest=sha256:c538f2ae8b85dae50a27c0587e8f762c159de42200e46c67a8224475da471a2d

Observation 52bdb500-a8f3-451f-a9a5-00951b19654b · outbound

This paper cites needs_revision.

From Voting to Agent Collaboration: Answer-Type-Aware LLM Pipelines for BioASQ 14b needs_revision

Reference 54

Resolution
verified fuzzy
raw_fallback, observed 2026-07-08T05:24:32.116410Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-07-08T05:22:50.462331Z digest=sha256:309109afe787af06ca5def2abaca08e90dbbae96effa64eb3af61b3b446df698

Observation 939150f7-6904-428f-9a18-6b5d2197f930 · outbound

This paper cites unsupported.

From Voting to Agent Collaboration: Answer-Type-Aware LLM Pipelines for BioASQ 14b unsupported

Reference 55

Resolution
verified fuzzy
raw_fallback, observed 2026-07-08T05:24:32.111047Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-07-08T05:22:50.462331Z digest=sha256:7beaf4b623c8389db7ad5a99b134ed471de44a7a575bfe29db4c12cb35730d6d

Observation 1e9975bf-4354-4e0f-8232-5e358622811e · outbound

This paper cites If there’s a mismatch, investigate and resolve.

From Voting to Agent Collaboration: Answer-Type-Aware LLM Pipelines for BioASQ 14b If there’s a mismatch, investigate and resolve

Reference 56

Resolution
verified fuzzy
raw_fallback, observed 2026-07-08T05:24:32.112614Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-07-08T05:22:50.462331Z digest=sha256:9bfeb13de5a525da15a26407d113184460f98318b0824007e8cb5cd1082daf84

Observation 5741e6ca-07c4-4914-8801-9b32c0cf9e71 · outbound

This paper cites an unresolved cited work.

From Voting to Agent Collaboration: Answer-Type-Aware LLM Pipelines for BioASQ 14b Unresolved cited work

Reference 57

Resolution
unresolved
raw_fallback, observed 2026-07-08T05:24:32.114439Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-07-08T05:22:50.462331Z digest=sha256:54a1b0e6b4a789b95a2297fbf6446a73c000a36536b834a539edfad14a5fcbe4

Observation e9f67a36-df0d-43dc-bbf5-54841312dae1 · outbound

This paper cites final_answer.

From Voting to Agent Collaboration: Answer-Type-Aware LLM Pipelines for BioASQ 14b final_answer

Reference 58

Resolution
verified fuzzy
raw_fallback, observed 2026-07-08T05:24:32.110859Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-07-08T05:22:50.462331Z digest=sha256:830d8758e6ea1abcdb411453064214a87aeb1b9bedd9b6ad82e04ff108321ad6

Pith citing papers

No inbound Pith citation observations are available.