Paper Citation Record · LEDGER

From Unstructured Data to Demand Counterfactuals: Theory and Practice

As of 8 August 2026, this Paper Citation Record lists 45 of 45 outbound references and 1 inbound Pith citation observation for arXiv:2601.05374.

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

pith.paper-citation-record.v1
2601.05374 v2

Coverage vector

measured 45 of 45 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-03T11:45:39.866379Z

measured 46 of 46 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 2026-08-01T18:15:31.964029Z

measured 0 of 1 external citation measurements

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

Source: cited_works

Reference resolution

45 of 45 outbound references displayed

verified exact0
verified fuzzy0
unresolved45
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation c877ad23-4724-434d-89b4-cec4b11d07f4 · outbound

This paper cites an unresolved cited work.

From Unstructured Data to Demand Counterfactuals: Theory and Practice Unresolved cited work

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-03T11:45:38.372628Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation af465e0c-3eb1-45fc-8c9b-471b7899f082 · outbound

This paper cites an unresolved cited work.

From Unstructured Data to Demand Counterfactuals: Theory and Practice Unresolved cited work

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-03T11:45:38.394534Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6439bdd5-93e9-4e95-9bc8-11257ac1cc37 · outbound

This paper cites an unresolved cited work.

From Unstructured Data to Demand Counterfactuals: Theory and Practice Unresolved cited work

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-03T11:45:38.487641Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8800c4a3-3775-4170-ac58-dc9fff251fd8 · outbound

This paper cites an unresolved cited work.

From Unstructured Data to Demand Counterfactuals: Theory and Practice Unresolved cited work

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-03T11:45:38.662087Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0b275f96-9b00-4dc6-a573-c765d5da85d0 · outbound

This paper cites an unresolved cited work.

From Unstructured Data to Demand Counterfactuals: Theory and Practice Unresolved cited work

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-03T11:45:38.709020Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f413c5ea-2551-4ad2-98f6-20f5ef887e72 · outbound

This paper cites an unresolved cited work.

From Unstructured Data to Demand Counterfactuals: Theory and Practice Unresolved cited work

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-03T11:45:38.735974Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a93b9bc2-6682-4101-bf47-471a55ca2c06 · outbound

This paper cites an unresolved cited work.

From Unstructured Data to Demand Counterfactuals: Theory and Practice Unresolved cited work

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-03T11:45:38.784325Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b7f5eafc-3b09-48f6-8dbf-8981d12f33f0 · outbound

This paper cites Chernozhukov, S.

From Unstructured Data to Demand Counterfactuals: Theory and Practice Chernozhukov, S

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-03T11:45:38.893576Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b7c53e6d-ab74-4965-98f9-865f083717bc · outbound

This paper cites Conlon, and M.

From Unstructured Data to Demand Counterfactuals: Theory and Practice Conlon, and M

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-03T11:45:38.903895Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation cb07f31c-2db3-47b2-a3cd-19dde1d8d4a0 · outbound

This paper cites Inference for Regression with Variables Generated by AI or Machine Learning.

From Unstructured Data to Demand Counterfactuals: Theory and Practice Inference for Regression with Variables Generated by AI or Machine Learning

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-03T11:45:38.974531Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1fe19bac-0316-4207-b86d-757c5ec9d32e · outbound

This paper cites Ferreira, and R.

From Unstructured Data to Demand Counterfactuals: Theory and Practice Ferreira, and R

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-03T11:45:39.029935Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f3846780-3dda-4c8a-b6be-3a6b56f58298 · outbound

This paper cites Levinsohn, and A.

From Unstructured Data to Demand Counterfactuals: Theory and Practice Levinsohn, and A

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-03T11:45:39.146827Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f7c76708-1335-4a46-ad61-8a1686053f91 · outbound

This paper cites an unresolved cited work.

From Unstructured Data to Demand Counterfactuals: Theory and Practice Unresolved cited work

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-03T11:45:39.262797Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a6e22468-e211-478a-b3f0-abf4c7c6eb82 · outbound

This paper cites an unresolved cited work.

From Unstructured Data to Demand Counterfactuals: Theory and Practice Unresolved cited work

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-03T11:45:39.375014Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d94094bb-84f4-4ecb-88ff-ec3127160db8 · outbound

This paper cites 4, 1--62.

From Unstructured Data to Demand Counterfactuals: Theory and Practice 4, 1--62

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-03T11:45:39.535084Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation dba4300d-b314-4e01-a806-c99e3d63bb57 · outbound

This paper cites an unresolved cited work.

From Unstructured Data to Demand Counterfactuals: Theory and Practice Unresolved cited work

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-03T11:45:39.645719Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e41909a0-3062-483a-8bd9-cf95598cf04e · outbound

This paper cites an unresolved cited work.

From Unstructured Data to Demand Counterfactuals: Theory and Practice Unresolved cited work

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-03T11:45:39.741963Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2c9038bb-1b82-4f6a-8cc4-d705616edbb4 · outbound

This paper cites an unresolved cited work.

From Unstructured Data to Demand Counterfactuals: Theory and Practice Unresolved cited work

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-03T11:45:39.744672Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 58c74df5-9d1f-43fe-af37-e3a70dd8210c · outbound

This paper cites Hong, and E.

From Unstructured Data to Demand Counterfactuals: Theory and Practice Hong, and E

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-03T11:45:39.747143Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 39c12f92-163b-4e64-9766-c4ec809df71a · outbound

This paper cites Hong, and A.

From Unstructured Data to Demand Counterfactuals: Theory and Practice Hong, and A

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-03T11:45:39.749871Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f05e098f-c8e2-415e-ba3e-9e59fe1e5064 · outbound

This paper cites Morozov, and S.

From Unstructured Data to Demand Counterfactuals: Theory and Practice Morozov, and S

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-03T11:45:39.752630Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ecac005d-00cd-453e-bbcd-ec3c221582bd · outbound

This paper cites an unresolved cited work.

From Unstructured Data to Demand Counterfactuals: Theory and Practice Unresolved cited work

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-03T11:45:39.755260Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5ae387f8-99ae-4eaa-889d-1b8a32860f2d · outbound

This paper cites an unresolved cited work.

From Unstructured Data to Demand Counterfactuals: Theory and Practice Unresolved cited work

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-03T11:45:39.757817Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0af01059-d28f-49e7-b856-6b34af9af3eb · outbound

This paper cites Hinck, B.

From Unstructured Data to Demand Counterfactuals: Theory and Practice Hinck, B

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-03T11:45:39.760661Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 541786f3-24e9-4e43-8463-1e128d8d92a5 · outbound

This paper cites (2013): Ownership consolidation and product characteristics: A study of the US daily newspaper market, American Economic Review, 103, 1598--1628.

From Unstructured Data to Demand Counterfactuals: Theory and Practice (2013): Ownership consolidation and product characteristics: A study of the US daily newspaper market, American Economic Review, 103, 1598--1628

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-03T11:45:39.763642Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 065339ce-da48-4b84-a5e7-64ece189d568 · outbound

This paper cites an unresolved cited work.

From Unstructured Data to Demand Counterfactuals: Theory and Practice Unresolved cited work

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-03T11:45:39.766255Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c5316b3b-a5c0-42f0-bda6-73e16181c20e · outbound

This paper cites (2015): Asymptotic theory for differentiated products demand models with many markets, Journal of Econometrics, 185, 162--181.

From Unstructured Data to Demand Counterfactuals: Theory and Practice (2015): Asymptotic theory for differentiated products demand models with many markets, Journal of Econometrics, 185, 162--181

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-03T11:45:39.768761Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 978b1618-46c0-4e40-b2df-d976d840a7f8 · outbound

This paper cites an unresolved cited work.

From Unstructured Data to Demand Counterfactuals: Theory and Practice Unresolved cited work

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-03T11:45:39.771608Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b923d446-60c1-4ff1-8b38-19469ec2d8da · outbound

This paper cites an unresolved cited work.

From Unstructured Data to Demand Counterfactuals: Theory and Practice Unresolved cited work

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-03T11:45:39.774147Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5ab964e2-11ed-42cc-a503-810e76b5db58 · outbound

This paper cites an unresolved cited work.

From Unstructured Data to Demand Counterfactuals: Theory and Practice Unresolved cited work

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-03T11:45:39.777648Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c92e2cb1-5df5-4c08-a5d3-b2753686d789 · outbound

This paper cites Kuersteiner, and M.

From Unstructured Data to Demand Counterfactuals: Theory and Practice Kuersteiner, and M

Reference 31

Resolution: unresolved; no resolver link, observed 2026-08-03T11:45:39.780340Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0236e279-fae3-4e81-8876-690d214801b2 · outbound

This paper cites an unresolved cited work.

From Unstructured Data to Demand Counterfactuals: Theory and Practice Unresolved cited work

Reference 32

Resolution: unresolved; no resolver link, observed 2026-08-03T11:45:39.783059Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 03f06d42-c2fd-419b-be98-8f66c8de735d · outbound

This paper cites an unresolved cited work.

From Unstructured Data to Demand Counterfactuals: Theory and Practice Unresolved cited work

Reference 33

Resolution: unresolved; no resolver link, observed 2026-08-03T11:45:39.793529Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 18ebd2c6-e539-438a-9544-bb51d1a7c29b · outbound

This paper cites an unresolved cited work.

From Unstructured Data to Demand Counterfactuals: Theory and Practice Unresolved cited work

Reference 34

Resolution: unresolved; no resolver link, observed 2026-08-03T11:45:39.801029Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f66bd6e4-a469-4a0f-a7a2-5945028085bd · outbound

This paper cites (2025): Generative brand choice, Working Paper.

From Unstructured Data to Demand Counterfactuals: Theory and Practice (2025): Generative brand choice, Working Paper

Reference 35

Resolution: unresolved; no resolver link, observed 2026-08-03T11:45:39.804444Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2dbc6186-17b8-4630-b422-2a8dbfb944ac · outbound

This paper cites an unresolved cited work.

From Unstructured Data to Demand Counterfactuals: Theory and Practice Unresolved cited work

Reference 36

Resolution: unresolved; no resolver link, observed 2026-08-03T11:45:39.807126Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7e309f51-38fc-4aa2-86dc-0942d19e3e95 · outbound

This paper cites McClure, and A.

From Unstructured Data to Demand Counterfactuals: Theory and Practice McClure, and A

Reference 37

Resolution: unresolved; no resolver link, observed 2026-08-03T11:45:39.814689Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b28411aa-a7db-41fe-9a06-668d688d890b · outbound

This paper cites (2017): Targeted vouchers, competition among schools, and the academic achievement of poor students, Working Paper.

From Unstructured Data to Demand Counterfactuals: Theory and Practice (2017): Targeted vouchers, competition among schools, and the academic achievement of poor students, Working Paper

Reference 38

Resolution: unresolved; no resolver link, observed 2026-08-03T11:45:39.817694Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7961ee99-7393-4933-adfb-4b56eeb317b9 · outbound

This paper cites an unresolved cited work.

From Unstructured Data to Demand Counterfactuals: Theory and Practice Unresolved cited work

Reference 39

Resolution: unresolved; no resolver link, observed 2026-08-03T11:45:39.831739Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8b1c7dd5-2796-4fb7-ba49-2ca50c2e0c3c · outbound

This paper cites (2000): Mergers with differentiated products: The case of the ready-to-eat cereal industry, The RAND Journal of Economics, 395--421.

From Unstructured Data to Demand Counterfactuals: Theory and Practice (2000): Mergers with differentiated products: The case of the ready-to-eat cereal industry, The RAND Journal of Economics, 395--421

Reference 40

Resolution: unresolved; no resolver link, observed 2026-08-03T11:45:39.834364Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8c616afe-1289-4a80-a7de-a7172a3d2410 · outbound

This paper cites an unresolved cited work.

From Unstructured Data to Demand Counterfactuals: Theory and Practice Unresolved cited work

Reference 41

Resolution: unresolved; no resolver link, observed 2026-08-03T11:45:39.854746Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 883f4e1a-d897-4322-98c7-4a8582508645 · outbound

This paper cites an unresolved cited work.

From Unstructured Data to Demand Counterfactuals: Theory and Practice Unresolved cited work

Reference 42

Resolution: unresolved; no resolver link, observed 2026-08-03T11:45:39.857438Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation efbbcd85-2315-4f63-a696-959db656c0d6 · outbound

This paper cites an unresolved cited work.

From Unstructured Data to Demand Counterfactuals: Theory and Practice Unresolved cited work

Reference 43

Resolution: unresolved; no resolver link, observed 2026-08-03T11:45:39.859867Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9dcf1298-4a0a-425c-8641-692bdc0c3973 · outbound

This paper cites (2002): Quantifying the benefits of new products: The case of the minivan, Journal of political Economy, 110, 705--729.

From Unstructured Data to Demand Counterfactuals: Theory and Practice (2002): Quantifying the benefits of new products: The case of the minivan, Journal of political Economy, 110, 705--729

Reference 44

Resolution: unresolved; no resolver link, observed 2026-08-03T11:45:39.863816Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9734cca1-db47-46fd-a037-53843e29e086 · outbound

This paper cites an unresolved cited work.

From Unstructured Data to Demand Counterfactuals: Theory and Practice Unresolved cited work

Reference 45

Resolution: unresolved; no resolver link, observed 2026-08-03T11:45:39.866379Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

Observation 900d8f2f-10c5-4cfd-9ae0-f0cfb5061641 · inbound

Econometrics with Pre-Trained Embeddings for Unstructured Data cites this paper.

Econometrics with Pre-Trained Embeddings for Unstructured Data From Unstructured Data to Demand Counterfactuals: Theory and Practice

Reference 52

Resolution: unresolved; no resolver link, observed 2026-08-01T18:15:31.964029Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.