Paper Citation Record · LEDGER

Retrieving a Set, Not Independent Passages: Set-Level Compatibility Learning for Efficient Set Exploration

As of 19 August 2026, this Paper Citation Record lists 15 of 15 outbound references and 0 inbound Pith citation observations for arXiv:2607.05712.

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

pith.paper-citation-record.v1
2607.05712 v1

Coverage vector

measured 15 of 15 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-07-11T03:17:20.012125Z

measured 15 of 15 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-19T06:32:44.657259+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

15 of 15 outbound references displayed

verified exact3
verified fuzzy6
unresolved1
parse uncertain0
malformed identifier2
metadata mismatch3

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation d9f68b6c-92c9-4691-a6fa-3def5f5cb5a2 · outbound

This paper cites https: //ai.google.dev/gemini-api/docs/models/ gemini-2.5-flash-lite.

Retrieving a Set, Not Independent Passages: Set-Level Compatibility Learning for Efficient Set Exploration https: //ai.google.dev/gemini-api/docs/models/ gemini-2.5-flash-lite

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-07-11T03:17:52.585472Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 472c4520-63b8-4094-9577-a4ce9154dbf7 · outbound

This paper cites Constructing A Multi-hop QA Dataset for Comprehensive Evaluation of Reasoning Steps.

Retrieving a Set, Not Independent Passages: Set-Level Compatibility Learning for Efficient Set Exploration Constructing A Multi-hop QA Dataset for Comprehensive Evaluation of Reasoning Steps

Reference 2

Resolution: verified exact; local_arxiv, observed 2026-07-11T03:17:50.867183Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation cd0914b8-037e-4b7b-ba04-1dc228b1cbad · outbound

This paper cites Multi-hop Reading Comprehension through Question Decomposition and Rescoring.

Retrieving a Set, Not Independent Passages: Set-Level Compatibility Learning for Efficient Set Exploration Multi-hop Reading Comprehension through Question Decomposition and Rescoring

Reference 3

Resolution: verified exact; local_arxiv, observed 2026-07-11T03:17:50.833187Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 926bd81c-019f-4775-9410-4a27dfa169ac · outbound

This paper cites https://platform.

Retrieving a Set, Not Independent Passages: Set-Level Compatibility Learning for Efficient Set Exploration https://platform

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-07-11T03:17:52.613798Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation b912975e-57e6-4c01-8c2b-32e7b6fdfb7d · outbound

This paper cites https: //developers.openai.com/api/docs/ models/gpt-5.4-nano.

Retrieving a Set, Not Independent Passages: Set-Level Compatibility Learning for Efficient Set Exploration https: //developers.openai.com/api/docs/ models/gpt-5.4-nano

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-07-11T03:17:52.549678Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation d9ef5767-dda0-42ca-aa1a-2fbae7e45702 · outbound

This paper cites InFindings of the Association for Computa- tional Linguistics: EMNLP 2023, pages 5687–5711.

Retrieving a Set, Not Independent Passages: Set-Level Compatibility Learning for Efficient Set Exploration InFindings of the Association for Computa- tional Linguistics: EMNLP 2023, pages 5687–5711

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-07-11T03:17:52.639849Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 105698b4-a216-4816-b2a5-540521ede305 · outbound

This paper cites Answering Complex Open-Domain Questions with Multi-Hop Dense Retrieval.

Retrieving a Set, Not Independent Passages: Set-Level Compatibility Learning for Efficient Set Exploration Answering Complex Open-Domain Questions with Multi-Hop Dense Retrieval

Reference 7

Resolution: metadata mismatch; local_arxiv, observed 2026-07-11T03:17:50.948483Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 5067093d-5783-4c66-98d0-2b754bd1580d · outbound

This paper cites InProceedings of the 2018 conference on empiri- cal methods in natural language processing, pages 2369–2380.

Retrieving a Set, Not Independent Passages: Set-Level Compatibility Learning for Efficient Set Exploration InProceedings of the 2018 conference on empiri- cal methods in natural language processing, pages 2369–2380

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-07-11T03:17:52.695535Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 0f5653fc-b16a-4ab8-8f98-a8e8646c2af0 · outbound

This paper cites Inference Scaling for Long-Context Retrieval Augmented Generation.

Retrieving a Set, Not Independent Passages: Set-Level Compatibility Learning for Efficient Set Exploration Inference Scaling for Long-Context Retrieval Augmented Generation

Reference 9

Resolution: metadata mismatch; local_arxiv, observed 2026-07-11T03:17:50.766405Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 3a1de3ee-2090-432f-beb3-38dcffefd4a2 · outbound

This paper cites an unresolved cited work.

Retrieving a Set, Not Independent Passages: Set-Level Compatibility Learning for Efficient Set Exploration Unresolved cited work

Reference 10

Resolution: unresolved; raw_fallback, observed 2026-07-11T03:17:52.520138Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 1707647a-9990-4334-bc87-ccf0ef865f5d · outbound

This paper cites Qwen3 Embedding: Advancing Text Embedding and Reranking Through Foundation Models.

Retrieving a Set, Not Independent Passages: Set-Level Compatibility Learning for Efficient Set Exploration Qwen3 Embedding: Advancing Text Embedding and Reranking Through Foundation Models

Reference 11

Resolution: metadata mismatch; local_arxiv, observed 2026-07-11T03:17:50.906771Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 8da4a405-f2a4-4221-a6df-d9ec344950a7 · outbound

This paper cites The margin loss in Eq.

Retrieving a Set, Not Independent Passages: Set-Level Compatibility Learning for Efficient Set Exploration The margin loss in Eq

Reference 12

Resolution: verified exact; arxiv_id, observed 2026-07-11T03:17:50.799396Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 68760641-78c3-4b22-9372-c7c9d5975494 · outbound

This paper cites an unresolved cited work.

Retrieving a Set, Not Independent Passages: Set-Level Compatibility Learning for Efficient Set Exploration Unresolved cited work

Reference 13

Resolution: malformed identifier; raw_fallback, observed 2026-07-11T03:17:52.464969Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 9adc9da2-f1ad-4a7c-a3c2-d142e881e0b9 · outbound

This paper cites This behavior is consis- tent with its intended role as a lightweight set-level explorer rather than a high-capacity reranker.

Retrieving a Set, Not Independent Passages: Set-Level Compatibility Learning for Efficient Set Exploration This behavior is consis- tent with its intended role as a lightweight set-level explorer rather than a high-capacity reranker

Reference 14

Resolution: malformed identifier; raw_fallback, observed 2026-07-11T03:17:52.666922Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation f88c7042-e31b-4b0d-9249-3d0a5cd1ec04 · outbound

This paper cites We do not redistribute the original datasets or pretrained model weights.

Retrieving a Set, Not Independent Passages: Set-Level Compatibility Learning for Efficient Set Exploration We do not redistribute the original datasets or pretrained model weights

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-07-11T03:17:52.496724Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Pith citing papers

No inbound Pith citation observations are available.