Paper Citation Record · LEDGER

Harnessing Pairwise Ranking Prompting Through Sample-Efficient Ranking Distillation

As of 7 August 2026, this Paper Citation Record lists 27 of 27 outbound references and 1 inbound Pith citation observation for arXiv:2507.04820.

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

pith.paper-citation-record.v1
2507.04820 v1

Coverage vector

measured 27 of 27 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-06T19:44:00.007759Z

measured 28 of 28 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-07T06:34:17.273281+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-06-25T22:33:32.175982Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-07-04T18:50:04.307163Z

Reference resolution

27 of 27 outbound references displayed

verified exact0
verified fuzzy5
unresolved22
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 85df9b0b-244a-427b-b1b8-b48ad5a3c1df · outbound

This paper cites Gemini: A Family of Highly Capable Multimodal Models.

Harnessing Pairwise Ranking Prompting Through Sample-Efficient Ranking Distillation Gemini: A Family of Highly Capable Multimodal Models

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-06T19:43:56.987585Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6a0a9cea-7da5-4e45-8f13-bbac4666dfe3 · outbound

This paper cites an unresolved cited work.

Harnessing Pairwise Ranking Prompting Through Sample-Efficient Ranking Distillation Unresolved cited work

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-06T19:43:57.066497Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 38c5ee0f-35ef-4ac2-a32a-516d5b1947a7 · outbound

This paper cites Holistic Evaluation of Language Models.

Harnessing Pairwise Ranking Prompting Through Sample-Efficient Ranking Distillation Holistic Evaluation of Language Models

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-06T19:43:57.117708Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c92e9d9b-9a72-4d67-820c-d7e6b2304efa · outbound

This paper cites Is ChatGPT Good at Search? Investigating Large Language Models as Re-Ranking Agents.

Harnessing Pairwise Ranking Prompting Through Sample-Efficient Ranking Distillation Is ChatGPT Good at Search? Investigating Large Language Models as Re-Ranking Agents

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-06T19:43:57.176891Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation eb8c98d1-afdd-4260-898d-d95aa0930592 · outbound

This paper cites Beyond Yes and No: Improving Zero-Shot LLM Rankers via Scoring Fine-Grained Relevance Labels.

Harnessing Pairwise Ranking Prompting Through Sample-Efficient Ranking Distillation Beyond Yes and No: Improving Zero-Shot LLM Rankers via Scoring Fine-Grained Relevance Labels

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-06T19:43:57.314346Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d1945070-5761-489c-bbe2-2130793a0b70 · outbound

This paper cites RankVicuna: Zero-Shot Listwise Document Reranking with Open-Source Large Language Models.

Harnessing Pairwise Ranking Prompting Through Sample-Efficient Ranking Distillation RankVicuna: Zero-Shot Listwise Document Reranking with Open-Source Large Language Models

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-06T19:43:57.458041Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a282bceb-d23b-4a4c-96b1-fa4fd54a77d3 · outbound

This paper cites an unresolved cited work.

Harnessing Pairwise Ranking Prompting Through Sample-Efficient Ranking Distillation Unresolved cited work

Reference 8

Resolution: unresolved; raw_fallback, observed 2026-08-06T19:44:03.257656Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 86015c44-2683-4ad1-ba3b-f0772106a0fe · outbound

This paper cites Distilling the Knowledge in a Neural Network.

Harnessing Pairwise Ranking Prompting Through Sample-Efficient Ranking Distillation Distilling the Knowledge in a Neural Network

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-06T19:43:57.768980Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 27f5b786-80e2-437b-9425-b9b3fd136437 · outbound

This paper cites an unresolved cited work.

Harnessing Pairwise Ranking Prompting Through Sample-Efficient Ranking Distillation Unresolved cited work

Reference 10

Resolution: unresolved; raw_fallback, observed 2026-08-06T19:44:02.991282Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 7c49fe2f-f1f3-4400-906a-7757c52f2b28 · outbound

This paper cites Reddi, R.

Harnessing Pairwise Ranking Prompting Through Sample-Efficient Ranking Distillation Reddi, R

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T19:44:02.677645Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 3d9b0556-e654-4cac-9acc-36075ab5b0f1 · outbound

This paper cites Instruction Distillation Makes Large Language Models Efficient Zero-shot Rankers.

Harnessing Pairwise Ranking Prompting Through Sample-Efficient Ranking Distillation Instruction Distillation Makes Large Language Models Efficient Zero-shot Rankers

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-06T19:43:58.190242Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 057fbc96-0428-4f4f-9d75-b71445b80bc4 · outbound

This paper cites Huang, Y.-N.

Harnessing Pairwise Ranking Prompting Through Sample-Efficient Ranking Distillation Huang, Y.-N

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T19:44:02.342859Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation b322bc6e-15ec-45c1-94c6-44756b877628 · outbound

This paper cites Burges, T.

Harnessing Pairwise Ranking Prompting Through Sample-Efficient Ranking Distillation Burges, T

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T19:44:02.080507Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 0abdca18-0144-4a47-9f9f-fdbe8584e48b · outbound

This paper cites an unresolved cited work.

Harnessing Pairwise Ranking Prompting Through Sample-Efficient Ranking Distillation Unresolved cited work

Reference 15

Resolution: unresolved; raw_fallback, observed 2026-08-06T19:44:01.828405Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 30415b3a-1805-4464-814a-79fc98696892 · outbound

This paper cites Craswell, Mean Reciprocal Rank, Springer US, Boston, MA, 2009, pp.

Harnessing Pairwise Ranking Prompting Through Sample-Efficient Ranking Distillation Craswell, Mean Reciprocal Rank, Springer US, Boston, MA, 2009, pp

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-06T19:43:58.627719Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b599e5bb-6a22-4d86-86be-d842b669864e · outbound

This paper cites Burges, K.

Harnessing Pairwise Ranking Prompting Through Sample-Efficient Ranking Distillation Burges, K

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T19:44:01.629285Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 6f56238d-1072-4564-b912-db7abe73b392 · outbound

This paper cites an unresolved cited work.

Harnessing Pairwise Ranking Prompting Through Sample-Efficient Ranking Distillation Unresolved cited work

Reference 18

Resolution: unresolved; raw_fallback, observed 2026-08-06T19:44:01.291511Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 0bad2c89-da84-424d-8b60-ef0b5298d1e4 · outbound

This paper cites an unresolved cited work.

Harnessing Pairwise Ranking Prompting Through Sample-Efficient Ranking Distillation Unresolved cited work

Reference 19

Resolution: unresolved; raw_fallback, observed 2026-08-06T19:44:00.963149Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 8d9a02da-4127-4e62-9275-ea735a4e95c3 · outbound

This paper cites Craswell, B.

Harnessing Pairwise Ranking Prompting Through Sample-Efficient Ranking Distillation Craswell, B

Reference 20

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T19:44:00.656685Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 7a4cca7a-be70-41e5-bf97-b75166e7e173 · outbound

This paper cites Overview of the TREC 2019 deep learning track.

Harnessing Pairwise Ranking Prompting Through Sample-Efficient Ranking Distillation Overview of the TREC 2019 deep learning track

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-06T19:43:59.135012Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4b883cd2-4832-4dbd-b426-b7dbf9410c59 · outbound

This paper cites PaLM 2 Technical Report.

Harnessing Pairwise Ranking Prompting Through Sample-Efficient Ranking Distillation PaLM 2 Technical Report

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-06T19:43:59.322180Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a528a784-95fb-4541-933c-7a30fe90ff10 · outbound

This paper cites GPT-4 Technical Report.

Harnessing Pairwise Ranking Prompting Through Sample-Efficient Ranking Distillation GPT-4 Technical Report

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-06T19:43:59.504330Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5d7e2a43-7c66-44ad-bfbb-624a47cb3c04 · outbound

This paper cites The Llama 3 Herd of Models.

Harnessing Pairwise Ranking Prompting Through Sample-Efficient Ranking Distillation The Llama 3 Herd of Models

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-06T19:43:59.589283Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1eec72f6-27f0-42cb-9b9b-d4b5f26afb66 · outbound

This paper cites Llama 2: Open Foundation and Fine-Tuned Chat Models.

Harnessing Pairwise Ranking Prompting Through Sample-Efficient Ranking Distillation Llama 2: Open Foundation and Fine-Tuned Chat Models

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-06T19:43:59.667608Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6a369cea-b2d9-4a35-b8e7-1b27015558b1 · outbound

This paper cites Gemma: Open Models Based on Gemini Research and Technology.

Harnessing Pairwise Ranking Prompting Through Sample-Efficient Ranking Distillation Gemma: Open Models Based on Gemini Research and Technology

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-06T19:43:59.808010Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4c6fae69-285a-47af-92ce-1b64be7dab40 · outbound

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

Harnessing Pairwise Ranking Prompting Through Sample-Efficient Ranking Distillation Gemma 2: Improving Open Language Models at a Practical Size

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-06T19:43:59.930434Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f693d7e5-8cce-494a-86ec-eee4a2dfeb3a · outbound

This paper cites Adapting Decoder-Based Language Models for Diverse Encoder Downstream Tasks.

Harnessing Pairwise Ranking Prompting Through Sample-Efficient Ranking Distillation Adapting Decoder-Based Language Models for Diverse Encoder Downstream Tasks

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-06T19:44:00.007759Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

Observation 99d18153-3817-4298-b575-d4f7df88b484 · inbound

PETRA: Transforming Web Text for Petroleum-Engineering Domain Adaptation cites this paper.

PETRA: Transforming Web Text for Petroleum-Engineering Domain Adaptation Harnessing Pairwise Ranking Prompting Through Sample-Efficient Ranking Distillation

Reference 118

Resolution: verified exact; arxiv_id, observed 2026-07-04T18:50:04.309088Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.