Paper Citation Record · LEDGER

SagaQA: A Multi-hop Reasoning Benchmark for Long-form Narrative Understanding in TV Series

As of 9 August 2026, this Paper Citation Record lists 40 of 40 outbound references and 1 inbound Pith citation observation for arXiv:2606.03301.

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

pith.paper-citation-record.v1
2606.03301 v1

Coverage vector

measured 40 of 40 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-06-28T10:14:48.103490Z

measured 41 of 41 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-09T06:31:02.800959+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-07-31T23:06:42.932373Z

measured 0 of 1 external citation measurements

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

Source: cited_works

Reference resolution

40 of 40 outbound references displayed

verified exact2
verified fuzzy0
unresolved33
parse uncertain0
malformed identifier0
metadata mismatch5

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation d8d0ebed-3d85-4a41-9c8d-c98ac677e338 · outbound

This paper cites Video-MME: The First-Ever Comprehensive Evaluation Benchmark of Multi-modal LLMs in Video Analysis.

SagaQA: A Multi-hop Reasoning Benchmark for Long-form Narrative Understanding in TV Series Video-MME: The First-Ever Comprehensive Evaluation Benchmark of Multi-modal LLMs in Video Analysis

Reference 1

Resolution: metadata mismatch; local_arxiv, observed 2026-07-02T03:16:33.467725Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation a5a57e6b-4f29-490f-bd21-52016d29d6df · outbound

This paper cites Watching, Reasoning, and Searching: A Video Deep Research Benchmark on Open Web for Agentic Video Reasoning.

SagaQA: A Multi-hop Reasoning Benchmark for Long-form Narrative Understanding in TV Series Watching, Reasoning, and Searching: A Video Deep Research Benchmark on Open Web for Agentic Video Reasoning

Reference 2

Resolution: verified exact; local_arxiv, observed 2026-07-02T03:16:33.485305Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation b60799c6-dca0-4064-ba53-0f9dadb55b1c · outbound

This paper cites InternVL3.5: Advancing Open-Source Multimodal Models in Versatility, Reasoning, and Efficiency.

SagaQA: A Multi-hop Reasoning Benchmark for Long-form Narrative Understanding in TV Series InternVL3.5: Advancing Open-Source Multimodal Models in Versatility, Reasoning, and Efficiency

Reference 3

Resolution: metadata mismatch; local_arxiv, observed 2026-07-02T03:16:33.464096Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation f7f43c79-4062-49b3-a78e-b0175fbb6a0a · outbound

This paper cites E-VRAG: Enhancing Long Video Understanding with Resource-Efficient Retrieval Augmented Generation.

SagaQA: A Multi-hop Reasoning Benchmark for Long-form Narrative Understanding in TV Series E-VRAG: Enhancing Long Video Understanding with Resource-Efficient Retrieval Augmented Generation

Reference 4

Resolution: metadata mismatch; arxiv_id, observed 2026-07-02T03:16:33.473907Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 8827aa6c-7368-48d9-bb61-1f90ba55de1a · outbound

This paper cites VRBench: A Benchmark for Multi-Step Reasoning in Long Narrative Videos.

SagaQA: A Multi-hop Reasoning Benchmark for Long-form Narrative Understanding in TV Series VRBench: A Benchmark for Multi-Step Reasoning in Long Narrative Videos

Reference 5

Resolution: verified exact; arxiv_id, observed 2026-07-02T03:16:33.477641Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 6065c94d-2ade-4761-b48c-0a8e144a8396 · outbound

This paper cites Videodeepresearch: Long video understanding with agentic tool using.

SagaQA: A Multi-hop Reasoning Benchmark for Long-form Narrative Understanding in TV Series Videodeepresearch: Long video understanding with agentic tool using

Reference 6

Resolution: metadata mismatch; arxiv_id, observed 2026-07-02T03:16:33.470813Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation f6717910-b0a6-45b5-aab0-a00dfcb494e7 · outbound

This paper cites VideoAgent2: Enhancing the LLM-Based Agent System for Long-Form Video Understanding by Uncertainty-Aware CoT.

SagaQA: A Multi-hop Reasoning Benchmark for Long-form Narrative Understanding in TV Series VideoAgent2: Enhancing the LLM-Based Agent System for Long-Form Video Understanding by Uncertainty-Aware CoT

Reference 7

Resolution: metadata mismatch; arxiv_id, observed 2026-07-02T03:16:33.481200Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation ac32ab65-3a01-409d-9c36-c1ef3f5e3755 · outbound

This paper cites an unresolved cited work.

SagaQA: A Multi-hop Reasoning Benchmark for Long-form Narrative Understanding in TV Series Unresolved cited work

Reference 8

Resolution: unresolved; no resolver link, observed 2026-06-28T10:14:48.103490Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0e710f70-5228-450b-bf79-02323f650615 · outbound

This paper cites (Hop 3) Her children, Parker and Liberty, mistook these for soda, drank them, and became drunk.

SagaQA: A Multi-hop Reasoning Benchmark for Long-form Narrative Understanding in TV Series (Hop 3) Her children, Parker and Liberty, mistook these for soda, drank them, and became drunk

Reference 9

Resolution: unresolved; no resolver link, observed 2026-06-28T10:14:48.103490Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b311a2a3-589f-497c-b783-7df53bca4f0f · outbound

This paper cites an unresolved cited work.

SagaQA: A Multi-hop Reasoning Benchmark for Long-form Narrative Understanding in TV Series Unresolved cited work

Reference 10

Resolution: unresolved; no resolver link, observed 2026-06-28T10:14:48.103490Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 451fb566-3247-4027-8a2e-431f922c125c · outbound

This paper cites an unresolved cited work.

SagaQA: A Multi-hop Reasoning Benchmark for Long-form Narrative Understanding in TV Series Unresolved cited work

Reference 11

Resolution: unresolved; no resolver link, observed 2026-06-28T10:14:48.103490Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 232b5644-ff66-4ea0-ac2f-0c01ee52fb8b · outbound

This paper cites an unresolved cited work.

SagaQA: A Multi-hop Reasoning Benchmark for Long-form Narrative Understanding in TV Series Unresolved cited work

Reference 12

Resolution: unresolved; no resolver link, observed 2026-06-28T10:14:48.103490Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fb1f066e-889c-4c15-af8d-c2c9cbe76a21 · outbound

This paper cites an unresolved cited work.

SagaQA: A Multi-hop Reasoning Benchmark for Long-form Narrative Understanding in TV Series Unresolved cited work

Reference 13

Resolution: unresolved; no resolver link, observed 2026-06-28T10:14:48.103490Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0d1f97dd-a233-4735-b150-4904c3cb9f1e · outbound

This paper cites an unresolved cited work.

SagaQA: A Multi-hop Reasoning Benchmark for Long-form Narrative Understanding in TV Series Unresolved cited work

Reference 14

Resolution: unresolved; no resolver link, observed 2026-06-28T10:14:48.103490Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fa370db7-fe71-476e-b7b6-f42f9bce2b6c · outbound

This paper cites Example 6 January 2003, ...:.

SagaQA: A Multi-hop Reasoning Benchmark for Long-form Narrative Understanding in TV Series Example 6 January 2003, ...:

Reference 15

Resolution: unresolved; no resolver link, observed 2026-06-28T10:14:48.103490Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f45e5643-e4fc-401f-8ce7-a29d15656c11 · outbound

This paper cites an unresolved cited work.

SagaQA: A Multi-hop Reasoning Benchmark for Long-form Narrative Understanding in TV Series Unresolved cited work

Reference 16

Resolution: unresolved; no resolver link, observed 2026-06-28T10:14:48.103490Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 82d08d07-1cdf-4a0c-b2b8-c50b14aa38e7 · outbound

This paper cites an unresolved cited work.

SagaQA: A Multi-hop Reasoning Benchmark for Long-form Narrative Understanding in TV Series Unresolved cited work

Reference 17

Resolution: unresolved; no resolver link, observed 2026-06-28T10:14:48.103490Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a5da8bae-6538-44bc-8b47-94e47b812df8 · outbound

This paper cites Midnight Sun.

SagaQA: A Multi-hop Reasoning Benchmark for Long-form Narrative Understanding in TV Series Midnight Sun

Reference 18

Resolution: unresolved; no resolver link, observed 2026-06-28T10:14:48.103490Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a17d439d-07f3-4336-b713-ce1921926724 · outbound

This paper cites Midnight Sun.

SagaQA: A Multi-hop Reasoning Benchmark for Long-form Narrative Understanding in TV Series Midnight Sun

Reference 19

Resolution: unresolved; no resolver link, observed 2026-06-28T10:14:48.103490Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 73c694cd-017a-4b44-8881-0191d3dcfafc · outbound

This paper cites Mid- night Sun.

SagaQA: A Multi-hop Reasoning Benchmark for Long-form Narrative Understanding in TV Series Mid- night Sun

Reference 20

Resolution: unresolved; no resolver link, observed 2026-06-28T10:14:48.103490Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8724a16d-7aa2-4318-a0cc-2848b2e1f528 · outbound

This paper cites visual presence of the product samples.

SagaQA: A Multi-hop Reasoning Benchmark for Long-form Narrative Understanding in TV Series visual presence of the product samples

Reference 21

Resolution: unresolved; no resolver link, observed 2026-06-28T10:14:48.103490Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8c2c337b-556c-4aa9-bb8b-2b55d950ff2c · outbound

This paper cites Mid- night Sun.

SagaQA: A Multi-hop Reasoning Benchmark for Long-form Narrative Understanding in TV Series Mid- night Sun

Reference 22

Resolution: unresolved; no resolver link, observed 2026-06-28T10:14:48.103490Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 15daff68-3861-4b5a-b1b7-2f315acb3bf6 · outbound

This paper cites an unresolved cited work.

SagaQA: A Multi-hop Reasoning Benchmark for Long-form Narrative Understanding in TV Series Unresolved cited work

Reference 23

Resolution: unresolved; no resolver link, observed 2026-06-28T10:14:48.103490Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7592a342-a001-41af-af50-a59d38e6b084 · outbound

This paper cites Midnight Sun.

SagaQA: A Multi-hop Reasoning Benchmark for Long-form Narrative Understanding in TV Series Midnight Sun

Reference 24

Resolution: unresolved; no resolver link, observed 2026-06-28T10:14:48.103490Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f6d4f55e-9e9f-4b67-a6b7-6c6361ab71ef · outbound

This paper cites The prompt is given to Qwen3-30B- thinking.

SagaQA: A Multi-hop Reasoning Benchmark for Long-form Narrative Understanding in TV Series The prompt is given to Qwen3-30B- thinking

Reference 25

Resolution: unresolved; no resolver link, observed 2026-06-28T10:14:48.103490Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b9a1b7ce-67db-4720-981b-210afc0d175c · outbound

This paper cites an unresolved cited work.

SagaQA: A Multi-hop Reasoning Benchmark for Long-form Narrative Understanding in TV Series Unresolved cited work

Reference 26

Resolution: unresolved; no resolver link, observed 2026-06-28T10:14:48.103490Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 413be20a-b86b-4209-bafe-af2cc4595cca · outbound

This paper cites (b) The Hops can be part of the same narrative You can compare the pros and cons and pro- vide your final justification and answer.

SagaQA: A Multi-hop Reasoning Benchmark for Long-form Narrative Understanding in TV Series (b) The Hops can be part of the same narrative You can compare the pros and cons and pro- vide your final justification and answer

Reference 27

Resolution: unresolved; no resolver link, observed 2026-06-28T10:14:48.103490Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3b04d1d0-bc3b-4510-8027-a76cac3677ca · outbound

This paper cites Order the keywords from the easiest to match to a unique scene or video moment to the least easy to match: Ordered Keywords List:.

SagaQA: A Multi-hop Reasoning Benchmark for Long-form Narrative Understanding in TV Series Order the keywords from the easiest to match to a unique scene or video moment to the least easy to match: Ordered Keywords List:

Reference 28

Resolution: unresolved; no resolver link, observed 2026-06-28T10:14:48.103490Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5afffb4d-e027-459f-ba1d-a4d5ea922d5c · outbound

This paper cites Group the keywords together.

SagaQA: A Multi-hop Reasoning Benchmark for Long-form Narrative Understanding in TV Series Group the keywords together

Reference 29

Resolution: unresolved; no resolver link, observed 2026-06-28T10:14:48.103490Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 07603d99-a3ec-45ea-b49c-1747ca2afe7f · outbound

This paper cites This title is later used as a query to the Vide- oRAG.

SagaQA: A Multi-hop Reasoning Benchmark for Long-form Narrative Understanding in TV Series This title is later used as a query to the Vide- oRAG

Reference 30

Resolution: unresolved; no resolver link, observed 2026-06-28T10:14:48.103490Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 111e3347-b510-4847-ba80-57944e03b33d · outbound

This paper cites an unresolved cited work.

SagaQA: A Multi-hop Reasoning Benchmark for Long-form Narrative Understanding in TV Series Unresolved cited work

Reference 32

Resolution: unresolved; no resolver link, observed 2026-06-28T10:14:48.103490Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f5bf5519-f440-478b-b181-39977e96cc6a · outbound

This paper cites Do not over decompose the queries in too specific.

SagaQA: A Multi-hop Reasoning Benchmark for Long-form Narrative Understanding in TV Series Do not over decompose the queries in too specific

Reference 33

Resolution: unresolved; no resolver link, observed 2026-06-28T10:14:48.103490Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 15b6553c-5982-4d09-99a6-f3d40caf4933 · outbound

This paper cites an unresolved cited work.

SagaQA: A Multi-hop Reasoning Benchmark for Long-form Narrative Understanding in TV Series Unresolved cited work

Reference 34

Resolution: unresolved; no resolver link, observed 2026-06-28T10:14:48.103490Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 11a86413-0162-4dbc-83ed-b73e146a9dc0 · outbound

This paper cites an unresolved cited work.

SagaQA: A Multi-hop Reasoning Benchmark for Long-form Narrative Understanding in TV Series Unresolved cited work

Reference 35

Resolution: unresolved; no resolver link, observed 2026-06-28T10:14:48.103490Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c229f798-eac6-4fbe-a34c-10ef330b421d · outbound

This paper cites I need to break down the last query into subqueries as the last query is too com- plex).

SagaQA: A Multi-hop Reasoning Benchmark for Long-form Narrative Understanding in TV Series I need to break down the last query into subqueries as the last query is too com- plex)

Reference 36

Resolution: unresolved; no resolver link, observed 2026-06-28T10:14:48.103490Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 85972a99-3738-46c3-9015-e4e92bdbfedd · outbound

This paper cites the answer to the last query is satisfying and we can move on to the next query or we decide to move on after too many un- successful attempts to answer the last query).

SagaQA: A Multi-hop Reasoning Benchmark for Long-form Narrative Understanding in TV Series the answer to the last query is satisfying and we can move on to the next query or we decide to move on after too many un- successful attempts to answer the last query)

Reference 37

Resolution: unresolved; no resolver link, observed 2026-06-28T10:14:48.103490Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 47e3b566-6d3e-4f8c-a720-2a048262f3da · outbound

This paper cites an unresolved cited work.

SagaQA: A Multi-hop Reasoning Benchmark for Long-form Narrative Understanding in TV Series Unresolved cited work

Reference 38

Resolution: unresolved; no resolver link, observed 2026-06-28T10:14:48.103490Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation dac2b819-9626-4fec-91e5-1c04629c98b8 · outbound

This paper cites Do not make up any new informa- tion not already present within the ques- tion.

SagaQA: A Multi-hop Reasoning Benchmark for Long-form Narrative Understanding in TV Series Do not make up any new informa- tion not already present within the ques- tion

Reference 39

Resolution: unresolved; no resolver link, observed 2026-06-28T10:14:48.103490Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2afcff70-10f7-4d1e-83eb-af5c3654aefb · outbound

This paper cites an unresolved cited work.

SagaQA: A Multi-hop Reasoning Benchmark for Long-form Narrative Understanding in TV Series Unresolved cited work

Reference 40

Resolution: unresolved; no resolver link, observed 2026-06-28T10:14:48.103490Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation af9d1c68-9fe5-43c6-9aea-a125e2e872ea · outbound

This paper cites Answer in the following way: Justification:.

SagaQA: A Multi-hop Reasoning Benchmark for Long-form Narrative Understanding in TV Series Answer in the following way: Justification:

Reference 41

Resolution: unresolved; no resolver link, observed 2026-06-28T10:14:48.103490Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

Observation f05796e2-0daf-42be-a12e-21fe7d01cda4 · inbound

Towards High-Level Semantic Intelligence cites this paper.

Towards High-Level Semantic Intelligence SagaQA: A Multi-hop Reasoning Benchmark for Long-form Narrative Understanding in TV Series

Reference 190

Resolution: unresolved; no resolver link, observed 2026-07-31T23:06:42.932373Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.