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Paper Citation Record · LEDGER

Leo Breiman, the Rashomon Effect, and the Occam Dilemma

As of 21 August 2026, this Paper Citation Record lists 30 of 30 outbound references and 0 inbound Pith citation observations for arXiv:2507.03884.

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

pith.paper-citation-record.v1
2507.03884 v1

Coverage vector

measured 30 of 30 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-06T20:05:08.677479Z

measured 30 of 30 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-21T06:32:19.484+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

30 of 30 outbound references displayed

  • verified exact1
  • verified fuzzy28
  • unresolved1
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 28dd932e-0c34-45a2-b9bb-924788beadcf · outbound

This paper cites Using noise to infer aspects of simplicity without learning.

Leo Breiman, the Rashomon Effect, and the Occam Dilemma Using noise to infer aspects of simplicity without learning

Reference 1

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T20:05:09.102799Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=arxiv_source observed=2026-08-06T20:05:08.579490Z digest=sha256:6a4efd40f2ea734c66de31f9b393686f3136427bfd3bbda9103b786f3e4c3b61

Observation 78fa7e98-7840-4ff8-9d55-d939bbf10f5a · outbound

This paper cites Breiman, J.

Leo Breiman, the Rashomon Effect, and the Occam Dilemma Breiman, J

Reference 2

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T20:05:09.077132Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=arxiv_source observed=2026-08-06T20:05:08.583559Z digest=sha256:0ccb8c707372057987bd6df6345b0c49183a86ff2db6553eda0521fa839b63c2

Observation 2c74fed2-c39f-43f5-9424-faf8590fd898 · outbound

This paper cites Statistical modeling: The two cultures (with comments and a rejoinder by the author).

Leo Breiman, the Rashomon Effect, and the Occam Dilemma Statistical modeling: The two cultures (with comments and a rejoinder by the author)

Reference 3

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T20:05:09.054957Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=arxiv_source observed=2026-08-06T20:05:08.586978Z digest=sha256:b5807f9421dd3bf90fe46d3b72f7e5c7f226c93b17f7277cda2b3769a0cdc683

Observation 773778b0-e99c-4a81-849d-00c3b2e4c72a · outbound

This paper cites A holistic approach to interpretability in financial lending: Models, visualizations, and summary-explanations.

Leo Breiman, the Rashomon Effect, and the Occam Dilemma A holistic approach to interpretability in financial lending: Models, visualizations, and summary-explanations

Reference 4

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T20:05:09.033644Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=arxiv_source observed=2026-08-06T20:05:08.590486Z digest=sha256:5f0ba1d5a1e068644c3321f216e8daa4d4701cd06a4389d95d2457a569e19097

Observation 42520e4c-c21f-4d05-93a6-fb418394be46 · outbound

This paper cites The rashomon importance distribution: Getting RID of unstable, single model-based variable importance.

Leo Breiman, the Rashomon Effect, and the Occam Dilemma The rashomon importance distribution: Getting RID of unstable, single model-based variable importance

Reference 5

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T20:05:09.008841Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=arxiv_source observed=2026-08-06T20:05:08.595265Z digest=sha256:769b4f706a2960c079a75b012acf4147d898481e4d6bb9ef5105de4dd2d4ba76

Observation 5577d5c3-df3b-4066-b251-adeadf3f2cae · outbound

This paper cites Interpretable almost-exact matching for causal inference.

Leo Breiman, the Rashomon Effect, and the Occam Dilemma Interpretable almost-exact matching for causal inference

Reference 6

Resolution
unresolved
no resolver link, observed 2026-08-06T20:05:08.599002Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-06T20:05:08.599002Z digest=sha256:81312d9c03524429bd32f9368a6368393338e355faeb785c00633ed92af695b5

Observation 3868579b-6b3a-4164-8e9f-db2a62f4be9f · outbound

This paper cites Variable importance matching for causal inference.

Leo Breiman, the Rashomon Effect, and the Occam Dilemma Variable importance matching for causal inference

Reference 7

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T20:05:08.979833Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=arxiv_source observed=2026-08-06T20:05:08.602861Z digest=sha256:ab93c5df9a08ee2a6e7e7d1dcbe6c41eb4fc95f7593e73146bea84c902e7aabc

Observation e909c0e5-ebda-4963-869b-fb6fac9e560a · outbound

This paper cites Generalized and scalable optimal sparse decision trees.

Leo Breiman, the Rashomon Effect, and the Occam Dilemma Generalized and scalable optimal sparse decision trees

Reference 8

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T20:05:08.966254Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=arxiv_source observed=2026-08-06T20:05:08.606343Z digest=sha256:097ef145b5302b91c43c299c0846eac2bd28d1f09c22e50a0834359141912095

Observation 3aa6fda1-bcd3-4bec-bfce-dda6571b81b7 · outbound

This paper cites Fasterrisk: Fast and accurate interpretable risk scores.

Leo Breiman, the Rashomon Effect, and the Occam Dilemma Fasterrisk: Fast and accurate interpretable risk scores

Reference 9

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T20:05:08.956277Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=arxiv_source observed=2026-08-06T20:05:08.609541Z digest=sha256:c224e8e1a38bcc981b226518f366b6a4261bcbc977e763da92beacf07a82c93e

Observation 8dff76cf-57aa-4741-8f31-33aebc9f1e6e · outbound

This paper cites Fast sparse classification for generalized linear and additive models.

Leo Breiman, the Rashomon Effect, and the Occam Dilemma Fast sparse classification for generalized linear and additive models

Reference 10

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T20:05:08.942101Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=arxiv_source observed=2026-08-06T20:05:08.613000Z digest=sha256:998a1c612550c2ad97944c7849a246341be0fcfb7ca9ae2b5b8438a5bf556b91

Observation 305a1ae2-6da4-447a-80dd-09d93a952e18 · outbound

This paper cites McCullagh and John A.

Leo Breiman, the Rashomon Effect, and the Occam Dilemma McCullagh and John A

Reference 11

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T20:05:08.931002Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=arxiv_source observed=2026-08-06T20:05:08.616364Z digest=sha256:f1214d0e40f7d472a8a338feb0186ec2bfc0bdc363213d4dcfc08660656ee69b

Observation 0ec59aea-bc43-4b33-bc00-f7bfbee86575 · outbound

This paper cites Fast sparse decision tree optimization via reference ensembles.

Leo Breiman, the Rashomon Effect, and the Occam Dilemma Fast sparse decision tree optimization via reference ensembles

Reference 12

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T20:05:08.919121Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=arxiv_source observed=2026-08-06T20:05:08.619599Z digest=sha256:365dcd5dcf44b52b5897faa5d3ce66ad71f6a6f979a34dc9378dd6487c32e314

Observation a60db7f5-0c9b-4d33-b95c-6bfaa097b32e · outbound

This paper cites MALTS : Matching after learning to stretch.

Leo Breiman, the Rashomon Effect, and the Occam Dilemma MALTS : Matching after learning to stretch

Reference 13

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T20:05:08.907869Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=arxiv_source observed=2026-08-06T20:05:08.623312Z digest=sha256:b542916f4affa86ab520b9449ee8899e14e764a12981e348ad1576aaa37798ca

Observation 4d0c7867-441a-4445-ad61-ec0d88cac472 · outbound

This paper cites Interpretable machine learning: Fundamental principles and 10 grand challenges.

Leo Breiman, the Rashomon Effect, and the Occam Dilemma Interpretable machine learning: Fundamental principles and 10 grand challenges

Reference 14

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T20:05:08.890473Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=arxiv_source observed=2026-08-06T20:05:08.626328Z digest=sha256:42207c1eb18b3d51b0257e225082bf532a5657647424c9688174475bc552d29e

Observation ec39efde-d962-480c-b8db-6d9907d43ef6 · outbound

This paper cites Analytics for power grid distribution reliability in new york city.

Leo Breiman, the Rashomon Effect, and the Occam Dilemma Analytics for power grid distribution reliability in new york city

Reference 15

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T20:05:08.880904Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=arxiv_source observed=2026-08-06T20:05:08.629251Z digest=sha256:02c5d4c7c659107e775a6e0532aad54dac69a7d2d514a8be145916a01d51a950

Observation d2be58c8-852f-43bd-93c6-fd03efd127ba · outbound

This paper cites Why are we using black box models in AI when we don't need to? A lesson from an explainable AI competition.

Leo Breiman, the Rashomon Effect, and the Occam Dilemma Why are we using black box models in AI when we don't need to? A lesson from an explainable AI competition

Reference 16

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T20:05:08.869944Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=arxiv_source observed=2026-08-06T20:05:08.632372Z digest=sha256:cf19de83dfc4e529203b8e9a28ce815cd357247bf005a387d71f4f801a8c4365

Observation 44929334-ecad-4130-be05-07d6e16ef651 · outbound

This paper cites Stop explaining black box machine learning models for high stakes decisions and use interpretable models instead.

Leo Breiman, the Rashomon Effect, and the Occam Dilemma Stop explaining black box machine learning models for high stakes decisions and use interpretable models instead

Reference 17

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T20:05:08.858053Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=arxiv_source observed=2026-08-06T20:05:08.635335Z digest=sha256:5321ef75c269ea8348c574e12c449da8595efd50d880918d440137b7260e49e0

Observation d0ecae09-9dd3-46b1-a5b3-1ef8d595ef1e · outbound

This paper cites Anderson, Albert Boulanger, Ansaf Salleb-Aouissi, Maggie Chow, Haimonti Dutta, Philip Gross, Bert Huang, Steve Ierome, Delfina Isaac, Arthur Kressner, Rebecca J.

Leo Breiman, the Rashomon Effect, and the Occam Dilemma Anderson, Albert Boulanger, Ansaf Salleb-Aouissi, Maggie Chow, Haimonti Dutta, Philip Gross, Bert Huang, Steve Ierome, Delfina Isaac, Arthur Kressner, Rebecca J

Reference 18

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T20:05:08.847238Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=arxiv_source observed=2026-08-06T20:05:08.638526Z digest=sha256:1f6dc2bca8bcbb3ef98a71acb8fd9910a44bb37e4ecdb3029b481bc6f1553065

Observation 17e3a0d0-3596-4e34-9832-7c928f2bab04 · outbound

This paper cites Amazing things come from having many good models.

Leo Breiman, the Rashomon Effect, and the Occam Dilemma Amazing things come from having many good models

Reference 19

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T20:05:08.835853Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=arxiv_source observed=2026-08-06T20:05:08.641721Z digest=sha256:2f0fb2e64f9a9ac68904baf2ee6c554e0cf478493576f48b03bce7fc08658768

Observation 9285ddb2-b533-4d34-b32a-192be5ed2187 · outbound

This paper cites Evaluating pre-trial programs using machine learning matching algorithms.

Leo Breiman, the Rashomon Effect, and the Occam Dilemma Evaluating pre-trial programs using machine learning matching algorithms

Reference 20

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T20:05:08.823467Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=arxiv_source observed=2026-08-06T20:05:08.645192Z digest=sha256:735af9336bc0e8ecafcffc592819d5243d06b499877ce2c5eddde86507e4bdb9

Observation dd6ce65e-7a21-4fbb-8d9c-3a4d7d59f521 · outbound

This paper cites A path to simpler models starts with noise.

Leo Breiman, the Rashomon Effect, and the Occam Dilemma A path to simpler models starts with noise

Reference 21

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T20:05:08.812560Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=arxiv_source observed=2026-08-06T20:05:08.648740Z digest=sha256:50d3e6278a2ccd360b4d4a0136edcd09ea8dc7f7ff03f99bd4fe89d8e802838c

Observation 5eadffed-d9d0-41c9-9c76-e1439d0b4e2a · outbound

This paper cites Libon, Rodney Swenson, Catherine C.

Leo Breiman, the Rashomon Effect, and the Occam Dilemma Libon, Rodney Swenson, Catherine C

Reference 22

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T20:05:08.801864Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=arxiv_source observed=2026-08-06T20:05:08.651886Z digest=sha256:e3c25857f638215293be26a736cb2cee4c72d8da0258b0017f41c534aaf80462

Observation e54840d4-17c8-4574-adeb-cdda887d5ca3 · outbound

This paper cites On the existence of simpler machine learning models.

Leo Breiman, the Rashomon Effect, and the Occam Dilemma On the existence of simpler machine learning models

Reference 23

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T20:05:08.791214Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=arxiv_source observed=2026-08-06T20:05:08.655025Z digest=sha256:5015da1c2caf334e2ac5232364a002440f34773b8f3dda9e07ec5c6fa6ea8f9e

Observation e9b44ef2-cc62-404e-b3a0-af5cd40a2b38 · outbound

This paper cites Learning optimized risk scores.

Leo Breiman, the Rashomon Effect, and the Occam Dilemma Learning optimized risk scores

Reference 24

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T20:05:08.780898Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=arxiv_source observed=2026-08-06T20:05:08.658078Z digest=sha256:42da1ff65d7290964e47c748fe1b565a47b1256b8600cc4cedd65ce46c6aed8c

Observation 8a8b455e-e28c-4c90-a0d2-a82830a2da57 · outbound

This paper cites In Pursuit of Interpretable, Fair and Accurate Machine Learning for Criminal Recidivism Prediction.

Leo Breiman, the Rashomon Effect, and the Occam Dilemma In Pursuit of Interpretable, Fair and Accurate Machine Learning for Criminal Recidivism Prediction

Reference 25

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T20:05:08.768876Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=arxiv_source observed=2026-08-06T20:05:08.661046Z digest=sha256:434d8a6fe8509ac20ce7665d592405c9750352980f0b3959f63cda8272a71f00

Observation 0fc48a08-1c48-4c28-b620-7d9d75fcbc2e · outbound

This paper cites Usaid Awan, Yameng Liu, Sudeepa Roy, Cynthia Rudin, and Alexander Volfovsky.

Leo Breiman, the Rashomon Effect, and the Occam Dilemma Usaid Awan, Yameng Liu, Sudeepa Roy, Cynthia Rudin, and Alexander Volfovsky

Reference 26

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T20:05:08.757730Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=arxiv_source observed=2026-08-06T20:05:08.664041Z digest=sha256:321285d0654c39398f501d36e41e40c3dfaa14521fc38a4a319a341fdee524e6

Observation bc2fc385-2b73-445d-95a0-c51ad65ed105 · outbound

This paper cites Exploring the whole R ashomon set of sparse decision trees.

Leo Breiman, the Rashomon Effect, and the Occam Dilemma Exploring the whole R ashomon set of sparse decision trees

Reference 27

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T20:05:08.746861Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=arxiv_source observed=2026-08-06T20:05:08.667597Z digest=sha256:83ec36aef2c212c58ce9162334ca664d8cd3ffa6ac73384e4cef1d107b10ef15

Observation 774d54d3-d11c-4ff8-af29-d02fbaa6e703 · outbound

This paper cites Exploring and interacting with the set of good sparse generalized additive models.

Leo Breiman, the Rashomon Effect, and the Occam Dilemma Exploring and interacting with the set of good sparse generalized additive models

Reference 28

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T20:05:08.735976Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=arxiv_source observed=2026-08-06T20:05:08.670659Z digest=sha256:b3c2b42150e0aede2ac00edf5a670e9cb44fc0218d7709be271e5c45e250e8f9

Observation 9cca2c90-9234-4221-a2c1-8672b051c58b · outbound

This paper cites Fast and Interpretable Mortality Risk Scores for Critical Care Patients.

Leo Breiman, the Rashomon Effect, and the Occam Dilemma Fast and Interpretable Mortality Risk Scores for Critical Care Patients

Reference 29

Resolution
verified exact
local_arxiv, observed 2026-08-06T20:05:08.712848Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=arxiv_source observed=2026-08-06T20:05:08.673866Z digest=sha256:f596087d4f92227a314b2d6236e49ac31eda7d9e05dfa04465ba0fd2eb102fbd

Observation 81d16849-e0bb-4b51-9f2e-661193444032 · outbound

This paper cites Interpretable classification models for recidivism prediction.

Leo Breiman, the Rashomon Effect, and the Occam Dilemma Interpretable classification models for recidivism prediction

Reference 30

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T20:05:08.725002Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=arxiv_source observed=2026-08-06T20:05:08.677479Z digest=sha256:080d1af8a730f5fe9656a32999ffdf6b9d474db67ed7451b1ef5c0978e671ce5

Pith citing papers

No inbound Pith citation observations are available.