Paper Citation Record · LEDGER

Can Structural Cues Save LLMs? Evaluating Language Models in Massive Document Streams

As of 9 August 2026, this Paper Citation Record lists 39 of 39 outbound references and 0 inbound Pith citation observations for arXiv:2603.19250.

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

pith.paper-citation-record.v1
2603.19250 v2

Coverage vector

measured 39 of 39 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-02T21:02:28.946930Z

measured 39 of 39 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 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

39 of 39 outbound references displayed

verified exact4
verified fuzzy0
unresolved32
parse uncertain0
malformed identifier3
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 23523fa8-e731-4f93-90f2-35e17563ed80 · outbound

This paper cites GPT-4 Technical Report.

Can Structural Cues Save LLMs? Evaluating Language Models in Massive Document Streams GPT-4 Technical Report

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-02T21:02:25.389553Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 218771d0-77fa-4096-9183-033474863478 · outbound

This paper cites 2002.Introduction to topic detection and tracking.

Can Structural Cues Save LLMs? Evaluating Language Models in Massive Document Streams 2002.Introduction to topic detection and tracking

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-02T21:02:25.493162Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b22bde05-4d8e-4c80-8640-21f59e95f056 · outbound

This paper cites an unresolved cited work.

Can Structural Cues Save LLMs? Evaluating Language Models in Massive Document Streams Unresolved cited work

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-02T21:02:25.623830Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e53b18d1-5d8f-409c-8854-e8c0a41392de · outbound

This paper cites an unresolved cited work.

Can Structural Cues Save LLMs? Evaluating Language Models in Massive Document Streams Unresolved cited work

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-02T21:02:25.753344Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5f2533fc-c7e5-48c6-bf83-ddb19ddeaa6d · outbound

This paper cites an unresolved cited work.

Can Structural Cues Save LLMs? Evaluating Language Models in Massive Document Streams Unresolved cited work

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-02T21:02:25.880620Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 395734aa-61d6-4693-a1a0-e9f534e5f88a · outbound

This paper cites an unresolved cited work.

Can Structural Cues Save LLMs? Evaluating Language Models in Massive Document Streams Unresolved cited work

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-02T21:02:25.965680Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a0770940-65a7-4de8-b208-0c892a5353a2 · outbound

This paper cites The Llama 3 Herd of Models.

Can Structural Cues Save LLMs? Evaluating Language Models in Massive Document Streams The Llama 3 Herd of Models

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-02T21:02:26.118988Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e9693517-c2e4-4987-a8f8-c96f36466d50 · outbound

This paper cites Fabbri, Wojciech Kryściński, Bryan McCann, Caiming Xiong, Richard Socher, and Dragomir Radev.

Can Structural Cues Save LLMs? Evaluating Language Models in Massive Document Streams Fabbri, Wojciech Kryściński, Bryan McCann, Caiming Xiong, Richard Socher, and Dragomir Radev

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-02T21:02:26.228465Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d340f698-b168-4100-856d-c3c35655f05a · outbound

This paper cites an unresolved cited work.

Can Structural Cues Save LLMs? Evaluating Language Models in Massive Document Streams Unresolved cited work

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-02T21:02:26.426758Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 31c12806-7494-41c8-bb06-a6f1ca143c8b · outbound

This paper cites an unresolved cited work.

Can Structural Cues Save LLMs? Evaluating Language Models in Massive Document Streams Unresolved cited work

Reference 10

Resolution: malformed identifier; no resolver link, observed 2026-08-02T21:02:26.566602Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 636ac902-ef18-466e-ad25-5ac68edf088f · outbound

This paper cites an unresolved cited work.

Can Structural Cues Save LLMs? Evaluating Language Models in Massive Document Streams Unresolved cited work

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-02T21:02:26.779697Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 72b6e426-7379-4d58-a525-cd2391cc8211 · outbound

This paper cites an unresolved cited work.

Can Structural Cues Save LLMs? Evaluating Language Models in Massive Document Streams Unresolved cited work

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-02T21:02:26.872803Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8aec171e-9e00-49f8-b565-231a5c41c426 · outbound

This paper cites Mistral 7B.

Can Structural Cues Save LLMs? Evaluating Language Models in Massive Document Streams Mistral 7B

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-02T21:02:26.942324Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d579addb-3a74-46f7-b5dc-66876e026c34 · outbound

This paper cites Smith, Yejin Choi, and Kentaro Inui.

Can Structural Cues Save LLMs? Evaluating Language Models in Massive Document Streams Smith, Yejin Choi, and Kentaro Inui

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-02T21:02:27.003487Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6abbc014-8eb4-45d8-934e-bedb3e815707 · outbound

This paper cites an unresolved cited work.

Can Structural Cues Save LLMs? Evaluating Language Models in Massive Document Streams Unresolved cited work

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-02T21:02:27.070789Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ddb19ef3-cdbb-4e1b-b316-3c71d0350789 · outbound

This paper cites an unresolved cited work.

Can Structural Cues Save LLMs? Evaluating Language Models in Massive Document Streams Unresolved cited work

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-02T21:02:27.138505Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a251b046-44d1-4781-89e2-b47298e37bd9 · outbound

This paper cites an unresolved cited work.

Can Structural Cues Save LLMs? Evaluating Language Models in Massive Document Streams Unresolved cited work

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-02T21:02:27.212781Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ac834bed-3a46-43ed-9586-2d6480a656c1 · outbound

This paper cites an unresolved cited work.

Can Structural Cues Save LLMs? Evaluating Language Models in Massive Document Streams Unresolved cited work

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-02T21:02:27.313540Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c8d04275-d561-4df3-94f5-450b2a06b62a · outbound

This paper cites an unresolved cited work.

Can Structural Cues Save LLMs? Evaluating Language Models in Massive Document Streams Unresolved cited work

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-02T21:02:27.366801Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 12730dcd-fb3e-406d-bd1c-0ef949ad74eb · outbound

This paper cites an unresolved cited work.

Can Structural Cues Save LLMs? Evaluating Language Models in Massive Document Streams Unresolved cited work

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-02T21:02:27.433861Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 50ea3f9c-71ce-45ff-b0a8-75ef14184a39 · outbound

This paper cites an unresolved cited work.

Can Structural Cues Save LLMs? Evaluating Language Models in Massive Document Streams Unresolved cited work

Reference 21

Resolution: verified exact; doi, observed 2026-08-02T21:03:20.339413Z

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 5668e85e-fd69-43cf-932f-2846e3b17276 · outbound

This paper cites an unresolved cited work.

Can Structural Cues Save LLMs? Evaluating Language Models in Massive Document Streams Unresolved cited work

Reference 22

Resolution: verified exact; doi, observed 2026-08-02T21:03:20.068431Z

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 d59e486f-1750-4fdd-9967-a16e80ba9555 · outbound

This paper cites an unresolved cited work.

Can Structural Cues Save LLMs? Evaluating Language Models in Massive Document Streams Unresolved cited work

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-02T21:02:27.632209Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation dd0a8873-1633-466d-be57-b6081ce062ce · outbound

This paper cites an unresolved cited work.

Can Structural Cues Save LLMs? Evaluating Language Models in Massive Document Streams Unresolved cited work

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-02T21:02:27.790843Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 081a05c5-dc8c-4554-8dc5-b935a929a7b4 · outbound

This paper cites Sentence-BERT: Sentence Embeddings using Siamese BERT-Networks.

Can Structural Cues Save LLMs? Evaluating Language Models in Massive Document Streams Sentence-BERT: Sentence Embeddings using Siamese BERT-Networks

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-02T21:02:27.840831Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e4a30c74-570c-489a-834a-20c2c4108cbe · outbound

This paper cites an unresolved cited work.

Can Structural Cues Save LLMs? Evaluating Language Models in Massive Document Streams Unresolved cited work

Reference 26

Resolution: verified exact; doi, observed 2026-08-02T21:03:19.783402Z

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 f8c21c3a-8881-4c31-b9f3-b62d93e7f023 · outbound

This paper cites Gemma 3 Technical Report.

Can Structural Cues Save LLMs? Evaluating Language Models in Massive Document Streams Gemma 3 Technical Report

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-02T21:02:28.030835Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e53bc2b4-1f63-49bc-9cbc-97ff19b5c1c4 · outbound

This paper cites Gemma 2: Improving Open Language Models at a Practical Size.

Can Structural Cues Save LLMs? Evaluating Language Models in Massive Document Streams Gemma 2: Improving Open Language Models at a Practical Size

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-02T21:02:28.102146Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 95cb4385-4521-47d7-be33-8f69c92853c1 · outbound

This paper cites an unresolved cited work.

Can Structural Cues Save LLMs? Evaluating Language Models in Massive Document Streams Unresolved cited work

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-02T21:02:28.183410Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5af52615-0920-42f8-a121-a7dc5195f0e2 · outbound

This paper cites Thinking with Knowledge Graphs: Enhancing LLM Reasoning Through Structured Data.

Can Structural Cues Save LLMs? Evaluating Language Models in Massive Document Streams Thinking with Knowledge Graphs: Enhancing LLM Reasoning Through Structured Data

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-02T21:02:28.282609Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2ec33a5d-14b7-4cf7-9c8b-117a5c97b51f · outbound

This paper cites an unresolved cited work.

Can Structural Cues Save LLMs? Evaluating Language Models in Massive Document Streams Unresolved cited work

Reference 31

Resolution: verified exact; doi, observed 2026-08-02T21:03:19.557726Z

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 e8723340-00bc-4916-b5e1-12e7f31ddfd6 · outbound

This paper cites Qwen2.5 Technical Report.

Can Structural Cues Save LLMs? Evaluating Language Models in Massive Document Streams Qwen2.5 Technical Report

Reference 32

Resolution: unresolved; no resolver link, observed 2026-08-02T21:02:28.480710Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 15be00ec-1c37-4247-a96f-14575504d488 · outbound

This paper cites an unresolved cited work.

Can Structural Cues Save LLMs? Evaluating Language Models in Massive Document Streams Unresolved cited work

Reference 33

Resolution: unresolved; no resolver link, observed 2026-08-02T21:02:28.574167Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation abf607ee-59ea-44eb-81a6-a73f720629c9 · outbound

This paper cites an unresolved cited work.

Can Structural Cues Save LLMs? Evaluating Language Models in Massive Document Streams Unresolved cited work

Reference 34

Resolution: unresolved; no resolver link, observed 2026-08-02T21:02:28.642988Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8986ff72-6d78-425a-82bb-110ae63f9525 · outbound

This paper cites an unresolved cited work.

Can Structural Cues Save LLMs? Evaluating Language Models in Massive Document Streams Unresolved cited work

Reference 35

Resolution: unresolved; no resolver link, observed 2026-08-02T21:02:28.708724Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 990eb2f1-bbac-4c89-8fe9-e670e085a780 · outbound

This paper cites an unresolved cited work.

Can Structural Cues Save LLMs? Evaluating Language Models in Massive Document Streams Unresolved cited work

Reference 36

Resolution: unresolved; no resolver link, observed 2026-08-02T21:02:28.756332Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 38607f7d-6b9a-46fc-b852-b84b622939a7 · outbound

This paper cites What was the result of [event]?.

Can Structural Cues Save LLMs? Evaluating Language Models in Massive Document Streams What was the result of [event]?

Reference 37

Resolution: malformed identifier; no resolver link, observed 2026-08-02T21:02:28.946930Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1b4ba57f-a355-412c-9400-b27d5d3fabb3 · outbound

This paper cites BERTScore: Evaluating Text Generation with BERT.

Can Structural Cues Save LLMs? Evaluating Language Models in Massive Document Streams BERTScore: Evaluating Text Generation with BERT

Reference 2019

Resolution: unresolved; no resolver link, observed 2026-08-02T21:02:28.855593Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e7491b5b-dab8-4b94-97db-b63278b79be6 · outbound

This paper cites IEEE Trans.

Can Structural Cues Save LLMs? Evaluating Language Models in Massive Document Streams IEEE Trans

Reference 2024

Resolution: malformed identifier; no resolver link, observed 2026-08-02T21:02:27.713141Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

No inbound Pith citation observations are available.