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Paper Citation Record · LEDGER

Population-Level Generative Modeling for Ranking Data

As of 14 August 2026, this Paper Citation Record lists 15 of 15 outbound references and 0 inbound Pith citation observations for arXiv:2608.08422.

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

pith.paper-citation-record.v1
2608.08422 v2

Coverage vector

measured 15 of 15 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-14T04:45:59.783264Z

measured 15 of 15 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-14T06:32:32.682623+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 exact1
  • verified fuzzy3
  • unresolved11
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation dc4620bb-fe95-4a8a-8f6a-da134445ea67 · outbound

This paper cites Fukumizu, T.

Population-Level Generative Modeling for Ranking Data Fukumizu, T

Reference 4

Resolution
verified fuzzy
raw_fallback, observed 2026-08-14T04:46:00.093139Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-14T04:45:59.724497Z digest=sha256:fe6e5cc50d85299fc89fa1d77edffebecff0bc51d3d03f8738c985a7a5b07317

Observation cfccc071-b2d5-4dec-bc28-024cb2029d98 · outbound

This paper cites Han and Y.

Population-Level Generative Modeling for Ranking Data Han and Y

Reference 6

Resolution
verified fuzzy
raw_fallback, observed 2026-08-14T04:46:00.076826Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-14T04:45:59.733913Z digest=sha256:f50ce61b3d253fd4bb8df5ecb8f77987832323cdcdeb6cdf1f0202bee9aaaef3

Observation eede8490-1981-4b15-a455-5edb9289cab9 · outbound

This paper cites an unresolved cited work.

Population-Level Generative Modeling for Ranking Data Unresolved cited work

Reference 8

Resolution
unresolved
raw_fallback, observed 2026-08-14T04:46:00.060894Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-14T04:45:59.744483Z digest=sha256:430c5021ed40714c87a2bc44ee748f2b13ccface50dac8f50c52580c68e6439e

Observation c64c3193-6151-4701-88d7-7e41bbb598d0 · outbound

This paper cites Flow Matching for Generative Modeling.

Population-Level Generative Modeling for Ranking Data Flow Matching for Generative Modeling

Reference 10

Resolution
unresolved
no resolver link, observed 2026-08-14T04:45:59.755463Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-14T04:45:59.755463Z digest=sha256:65f9c5a6d75ea61d55a3006bef5a3a637b96a3d5a70ae892ed250aa17cc1b8f6

Observation 57d2b2c3-b1aa-42a7-861c-0251635f324e · outbound

This paper cites Flow Matching Guide and Code.

Population-Level Generative Modeling for Ranking Data Flow Matching Guide and Code

Reference 11

Resolution
unresolved
no resolver link, observed 2026-08-14T04:45:59.760863Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-14T04:45:59.760863Z digest=sha256:00dcfa1209b99c5867bb63f4d514db58f16df2d8ab5521552cdeb981af6ac25c

Observation ad0faa74-06d1-47b3-ad1b-3cad0eb2b9a8 · outbound

This paper cites an unresolved cited work.

Population-Level Generative Modeling for Ranking Data Unresolved cited work

Reference 12

Resolution
unresolved
raw_fallback, observed 2026-08-14T04:46:00.027442Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-14T04:45:59.766736Z digest=sha256:ad5e7c2635101a788c5545c99e021c86732628398a7579a7ae7a71ae4274fdbd

Observation ae02db2f-75e6-4a46-9f05-ca186654e5b5 · outbound

This paper cites Optimal Scheduling of Dynamic Transport.

Population-Level Generative Modeling for Ranking Data Optimal Scheduling of Dynamic Transport

Reference 1974

Resolution
unresolved
no resolver link, observed 2026-08-14T04:45:59.783264Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-14T04:45:59.783264Z digest=sha256:7d7848967606c707d21f80f9f9650cbcc26599e7b4196441cc2f141b8039bff9

Observation 2961848e-9b43-4c52-9d86-f24561eadf71 · outbound

This paper cites Action is All You Need: Dual-Flow Generative Ranking Network for Recommendation.

Population-Level Generative Modeling for Ranking Data Action is All You Need: Dual-Flow Generative Ranking Network for Recommendation

Reference 2008

Resolution
unresolved
no resolver link, observed 2026-08-14T04:45:59.728807Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-14T04:45:59.728807Z digest=sha256:88770eb8aee09da8bf38d7805c491b01c51d2a90a318482df97f508e1c36f567

Observation 0f1054aa-804d-498c-b1af-d7a516372803 · outbound

This paper cites Fundamental Limits of Game-Theoretic LLM Alignment: Smith Consistency and Preference Matching.

Population-Level Generative Modeling for Ranking Data Fundamental Limits of Game-Theoretic LLM Alignment: Smith Consistency and Preference Matching

Reference 2015

Resolution
unresolved
no resolver link, observed 2026-08-14T04:45:59.777947Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-14T04:45:59.777947Z digest=sha256:6192811504e0e67b5cf8035a47cc92d64af9c99671c3e3b77690c4760178f922

Observation 4f639c28-bc2c-4637-9720-3460a975c900 · outbound

This paper cites an unresolved cited work.

Population-Level Generative Modeling for Ranking Data Unresolved cited work

Reference 2018

Resolution
unresolved
raw_fallback, observed 2026-08-14T04:46:00.010605Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-14T04:45:59.772247Z digest=sha256:0b3406db971606a172c36f531538821b743adc208d6dd3cabd8eeae428c2f303

Observation 06cf7532-6654-4c75-9888-b48c0f6ad3ca · outbound

This paper cites Towards Large-scale Generative Ranking.

Population-Level Generative Modeling for Ranking Data Towards Large-scale Generative Ranking

Reference 2019

Resolution
unresolved
no resolver link, observed 2026-08-14T04:45:59.738968Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-14T04:45:59.738968Z digest=sha256:2a39edc523d67bf0f81804ccbb28bbbf03698cf7b21ed194779ef4b42fb03f51

Observation e2bc9f37-848a-4369-ae6a-ceb62911ff69 · outbound

This paper cites an unresolved cited work.

Population-Level Generative Modeling for Ranking Data Unresolved cited work

Reference 2021

Resolution
unresolved
raw_fallback, observed 2026-08-14T04:46:00.044044Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-14T04:45:59.749880Z digest=sha256:4a59565123249b67d0c7aae6ed190530ac0df5c9245bc627588f46c7b4b652cd

Observation 5a9e0246-9425-46f0-b2cd-d2d670bdc4bd · outbound

This paper cites an unresolved cited work.

Population-Level Generative Modeling for Ranking Data Unresolved cited work

Reference 2022

Resolution
unresolved
raw_fallback, observed 2026-08-14T04:46:00.124052Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-14T04:45:59.709156Z digest=sha256:5cbedf35078f84fa931aff6634b832ff561e56e8c9b9287773390961bd03c72a

Observation 90f51a54-a8c8-45ab-aac2-e8bb1c776cee · outbound

This paper cites Chowdhury, Y.

Population-Level Generative Modeling for Ranking Data Chowdhury, Y

Reference 2024

Resolution
verified fuzzy
raw_fallback, observed 2026-08-14T04:46:00.109571Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-14T04:45:59.714945Z digest=sha256:2ca2f38dc87c4bdcdf6200ba08587d17ad8dce6f164ead0c0f4abc4a9297488d

Observation a10f1ed3-ed36-44bb-a867-132e52d5d409 · outbound

This paper cites an unresolved cited work.

Population-Level Generative Modeling for Ranking Data Unresolved cited work

Reference 2025

Resolution
verified exact
raw_fallback, observed 2026-08-14T04:45:59.994633Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-14T04:45:59.719512Z digest=sha256:5a55f72ef2ab737a36efc03e3babd660a9f6df6a201414e9b3996296e3acaad8

Pith citing papers

No inbound Pith citation observations are available.