Paper Citation Record · LEDGER

PerSphere: A Comprehensive Framework for Multi-Faceted Perspective Retrieval and Summarization

As of 21 August 2026, this Paper Citation Record lists 41 of 41 outbound references and 1 inbound Pith citation observation for arXiv:2412.12588.

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

pith.paper-citation-record.v1
2412.12588 v1

Coverage vector

measured 41 of 41 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-11T14:00:05.695263Z

measured 42 of 42 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-20T06:33:59.587034+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-01T13:51:18.157887Z

measured 0 of 1 external citation measurements

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

Source: cited_works

Reference resolution

41 of 41 outbound references displayed

verified exact2
verified fuzzy2
unresolved37
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation d76a0af4-3dae-4379-98de-162abafa25d3 · outbound

This paper cites an unresolved cited work.

PerSphere: A Comprehensive Framework for Multi-Faceted Perspective Retrieval and Summarization Unresolved cited work

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-11T14:00:05.246128Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8b1c0601-628c-4cc6-8eed-3a47af7e0367 · outbound

This paper cites an unresolved cited work.

PerSphere: A Comprehensive Framework for Multi-Faceted Perspective Retrieval and Summarization Unresolved cited work

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-11T14:00:05.255067Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation cfd9f6ec-5f51-4a31-ac41-ae32e34ee30b · outbound

This paper cites an unresolved cited work.

PerSphere: A Comprehensive Framework for Multi-Faceted Perspective Retrieval and Summarization Unresolved cited work

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-11T14:00:05.267628Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation de30ef85-9a34-4130-a523-5febf3f05001 · outbound

This paper cites an unresolved cited work.

PerSphere: A Comprehensive Framework for Multi-Faceted Perspective Retrieval and Summarization Unresolved cited work

Reference 4

Resolution: unresolved; raw_fallback, observed 2026-08-11T14:00:07.157469Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 6a3913ef-0b6b-4e5b-bd48-edc7081a592f · outbound

This paper cites an unresolved cited work.

PerSphere: A Comprehensive Framework for Multi-Faceted Perspective Retrieval and Summarization Unresolved cited work

Reference 5

Resolution: unresolved; raw_fallback, observed 2026-08-11T14:00:07.129435Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 3855e059-542c-476b-85c8-183a396798e6 · outbound

This paper cites From Local to Global: A Graph RAG Approach to Query-Focused Summarization.

PerSphere: A Comprehensive Framework for Multi-Faceted Perspective Retrieval and Summarization From Local to Global: A Graph RAG Approach to Query-Focused Summarization

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-11T14:00:05.309136Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2d5db4d6-80b0-4a4f-bb69-3c111137507b · outbound

This paper cites an unresolved cited work.

PerSphere: A Comprehensive Framework for Multi-Faceted Perspective Retrieval and Summarization Unresolved cited work

Reference 7

Resolution: unresolved; raw_fallback, observed 2026-08-11T14:00:07.095141Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation e448c395-fa57-4069-aa0a-442715d8925f · outbound

This paper cites an unresolved cited work.

PerSphere: A Comprehensive Framework for Multi-Faceted Perspective Retrieval and Summarization Unresolved cited work

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-11T14:00:05.334277Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b43162cf-e619-4438-9b9c-075efa5ac269 · outbound

This paper cites an unresolved cited work.

PerSphere: A Comprehensive Framework for Multi-Faceted Perspective Retrieval and Summarization Unresolved cited work

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-11T14:00:05.346684Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 82ab397b-0568-4183-945d-a2fbbb5ff9d0 · outbound

This paper cites an unresolved cited work.

PerSphere: A Comprehensive Framework for Multi-Faceted Perspective Retrieval and Summarization Unresolved cited work

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-11T14:00:05.352049Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 48bcee85-0ca8-415f-907e-6aeaf3ec3d3f · outbound

This paper cites Retrieval-Augmented Generation for Large Language Models: A Survey.

PerSphere: A Comprehensive Framework for Multi-Faceted Perspective Retrieval and Summarization Retrieval-Augmented Generation for Large Language Models: A Survey

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-11T14:00:05.360755Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d42a661a-974f-4004-94f7-e935768582bc · outbound

This paper cites an unresolved cited work.

PerSphere: A Comprehensive Framework for Multi-Faceted Perspective Retrieval and Summarization Unresolved cited work

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-11T14:00:05.372562Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7d35da2a-b18c-4565-94e4-4c69f45702f8 · outbound

This paper cites RefChecker: Reference-based Fine-grained Hallucination Checker and Benchmark for Large Language Models.

PerSphere: A Comprehensive Framework for Multi-Faceted Perspective Retrieval and Summarization RefChecker: Reference-based Fine-grained Hallucination Checker and Benchmark for Large Language Models

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-11T14:00:05.384637Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 08077d34-3b99-4194-b257-bcdb125f44d8 · outbound

This paper cites an unresolved cited work.

PerSphere: A Comprehensive Framework for Multi-Faceted Perspective Retrieval and Summarization Unresolved cited work

Reference 14

Resolution: unresolved; raw_fallback, observed 2026-08-11T14:00:07.035535Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 344e45fb-7603-4c9f-a39e-ec540e05ce73 · outbound

This paper cites an unresolved cited work.

PerSphere: A Comprehensive Framework for Multi-Faceted Perspective Retrieval and Summarization Unresolved cited work

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-11T14:00:05.409003Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ea4bc4e4-0694-4276-87e8-0b2de8c403e9 · outbound

This paper cites an unresolved cited work.

PerSphere: A Comprehensive Framework for Multi-Faceted Perspective Retrieval and Summarization Unresolved cited work

Reference 16

Resolution: unresolved; raw_fallback, observed 2026-08-11T14:00:07.001198Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation c510bb2b-b375-4a65-b76c-69ac2fe06623 · outbound

This paper cites an unresolved cited work.

PerSphere: A Comprehensive Framework for Multi-Faceted Perspective Retrieval and Summarization Unresolved cited work

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-11T14:00:05.428990Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation acc2cc9e-87a2-4f7e-8187-68639e9bfc96 · outbound

This paper cites an unresolved cited work.

PerSphere: A Comprehensive Framework for Multi-Faceted Perspective Retrieval and Summarization Unresolved cited work

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-11T14:00:05.440546Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1faf8271-c727-4139-a513-047eff57ebe4 · outbound

This paper cites an unresolved cited work.

PerSphere: A Comprehensive Framework for Multi-Faceted Perspective Retrieval and Summarization Unresolved cited work

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-11T14:00:05.452217Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 56d47ff3-5d2f-445e-887f-ad5a49163d8c · outbound

This paper cites Li, and Yue Zhang.

PerSphere: A Comprehensive Framework for Multi-Faceted Perspective Retrieval and Summarization Li, and Yue Zhang

Reference 20

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T14:00:06.952982Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation c4278afe-5f34-4f63-bf65-9e05bdfccfb5 · outbound

This paper cites Generative representational instruction tuning.

PerSphere: A Comprehensive Framework for Multi-Faceted Perspective Retrieval and Summarization Generative representational instruction tuning

Reference 21

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T14:00:06.926172Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 89251e81-6e47-409e-8425-4cfca76dfe4c · outbound

This paper cites an unresolved cited work.

PerSphere: A Comprehensive Framework for Multi-Faceted Perspective Retrieval and Summarization Unresolved cited work

Reference 22

Resolution: unresolved; raw_fallback, observed 2026-08-11T14:00:06.896690Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation f8940ea3-9e70-46d8-9c44-657124c6893e · outbound

This paper cites an unresolved cited work.

PerSphere: A Comprehensive Framework for Multi-Faceted Perspective Retrieval and Summarization Unresolved cited work

Reference 23

Resolution: unresolved; raw_fallback, observed 2026-08-11T14:00:06.874746Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation c51a78bf-cb5c-4ce1-bb50-1e2a641a7d73 · outbound

This paper cites an unresolved cited work.

PerSphere: A Comprehensive Framework for Multi-Faceted Perspective Retrieval and Summarization Unresolved cited work

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-11T14:00:05.494442Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 82583ee8-6bff-4a99-bba2-e660e0410887 · outbound

This paper cites an unresolved cited work.

PerSphere: A Comprehensive Framework for Multi-Faceted Perspective Retrieval and Summarization Unresolved cited work

Reference 25

Resolution: verified exact; doi, observed 2026-08-11T14:00:05.969547Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 21b304b5-12c1-4d0c-8967-fdf2a7068f42 · outbound

This paper cites Khapra, Ehud Aharoni, and Noam Slonim.

PerSphere: A Comprehensive Framework for Multi-Faceted Perspective Retrieval and Summarization Khapra, Ehud Aharoni, and Noam Slonim

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-11T14:00:05.529161Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ad05beac-4b3e-4409-a9fb-2f186f837e04 · outbound

This paper cites an unresolved cited work.

PerSphere: A Comprehensive Framework for Multi-Faceted Perspective Retrieval and Summarization Unresolved cited work

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-11T14:00:05.540011Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 17aceb47-7f9b-495e-860a-b74374606ad2 · outbound

This paper cites RAPTOR: Recursive Abstractive Processing for Tree-Organized Retrieval.

PerSphere: A Comprehensive Framework for Multi-Faceted Perspective Retrieval and Summarization RAPTOR: Recursive Abstractive Processing for Tree-Organized Retrieval

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-11T14:00:05.548956Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2e856406-defa-43fa-9c9c-91c8ba204cb0 · outbound

This paper cites Liu, and Christopher D.

PerSphere: A Comprehensive Framework for Multi-Faceted Perspective Retrieval and Summarization Liu, and Christopher D

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-11T14:00:05.564511Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation dc5ce04e-a49b-4760-a9be-da18c9139332 · outbound

This paper cites an unresolved cited work.

PerSphere: A Comprehensive Framework for Multi-Faceted Perspective Retrieval and Summarization Unresolved cited work

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-11T14:00:05.573850Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3263ef62-ecf9-402e-b334-8e8439e167c5 · outbound

This paper cites an unresolved cited work.

PerSphere: A Comprehensive Framework for Multi-Faceted Perspective Retrieval and Summarization Unresolved cited work

Reference 31

Resolution: unresolved; no resolver link, observed 2026-08-11T14:00:05.581763Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0afe032e-4596-4a13-bbe1-015b5701b086 · outbound

This paper cites an unresolved cited work.

PerSphere: A Comprehensive Framework for Multi-Faceted Perspective Retrieval and Summarization Unresolved cited work

Reference 32

Resolution: verified exact; doi, observed 2026-08-11T14:00:05.777320Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 5c9ca12c-1e4f-4d23-910e-9e51e1122b2a · outbound

This paper cites an unresolved cited work.

PerSphere: A Comprehensive Framework for Multi-Faceted Perspective Retrieval and Summarization Unresolved cited work

Reference 33

Resolution: unresolved; raw_fallback, observed 2026-08-11T14:00:06.838598Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 2f9537fc-4cd2-496d-ab60-e0f017af49fe · outbound

This paper cites an unresolved cited work.

PerSphere: A Comprehensive Framework for Multi-Faceted Perspective Retrieval and Summarization Unresolved cited work

Reference 34

Resolution: unresolved; raw_fallback, observed 2026-08-11T14:00:06.815777Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 4182bd04-c994-4527-a2e9-5a5f4f990593 · outbound

This paper cites Text Embeddings by Weakly-Supervised Contrastive Pre-training.

PerSphere: A Comprehensive Framework for Multi-Faceted Perspective Retrieval and Summarization Text Embeddings by Weakly-Supervised Contrastive Pre-training

Reference 35

Resolution: unresolved; no resolver link, observed 2026-08-11T14:00:05.624016Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4f6d5617-bb88-4444-9aed-4f3c1fa18205 · outbound

This paper cites an unresolved cited work.

PerSphere: A Comprehensive Framework for Multi-Faceted Perspective Retrieval and Summarization Unresolved cited work

Reference 36

Resolution: unresolved; raw_fallback, observed 2026-08-11T14:00:06.792887Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation e135ad5c-0d44-45eb-85f3-48cf4b95e05f · outbound

This paper cites Accelerating Clinical Evidence Synthesis with Large Language Models.

PerSphere: A Comprehensive Framework for Multi-Faceted Perspective Retrieval and Summarization Accelerating Clinical Evidence Synthesis with Large Language Models

Reference 37

Resolution: unresolved; no resolver link, observed 2026-08-11T14:00:05.651467Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2ecee0dd-2635-4976-8cd3-fbecaedc56dc · outbound

This paper cites Bertscore: Evaluating text generation with bert.

PerSphere: A Comprehensive Framework for Multi-Faceted Perspective Retrieval and Summarization Bertscore: Evaluating text generation with bert

Reference 38

Resolution: unresolved; no resolver link, observed 2026-08-11T14:00:05.665436Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 541fc922-36bf-4de3-9ff8-f5b35e577b5b · outbound

This paper cites an unresolved cited work.

PerSphere: A Comprehensive Framework for Multi-Faceted Perspective Retrieval and Summarization Unresolved cited work

Reference 39

Resolution: unresolved; no resolver link, observed 2026-08-11T14:00:05.673636Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ea588f2f-2cf8-4c6d-b0df-b854ccdf53e8 · outbound

This paper cites URL: " 'urlintro :=.

PerSphere: A Comprehensive Framework for Multi-Faceted Perspective Retrieval and Summarization URL: " 'urlintro :=

Reference 40

Resolution: unresolved; no resolver link, observed 2026-08-11T14:00:05.681927Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 01e31600-9544-4db9-8e2b-d8b1440be9e9 · outbound

This paper cites write newline.

PerSphere: A Comprehensive Framework for Multi-Faceted Perspective Retrieval and Summarization write newline

Reference 41

Resolution: unresolved; no resolver link, observed 2026-08-11T14:00:05.695263Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

Observation 8c0e6c8e-4ab0-4442-a46f-a203570097a2 · inbound

AutoJourn: Multi-Perspective Summarisation, Bias Detection and Bias Neutralisation for LLM-Generated News in Automated Journalism cites this paper.

AutoJourn: Multi-Perspective Summarisation, Bias Detection and Bias Neutralisation for LLM-Generated News in Automated Journalism PerSphere: A Comprehensive Framework for Multi-Faceted Perspective Retrieval and Summarization

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-01T13:51:18.157887Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.