Paper Citation Record · LEDGER

Text2Model: Modeling Copilots for Text-to-Model Translation

As of 9 August 2026, this Paper Citation Record lists 48 of 48 outbound references and 1 inbound Pith citation observation for arXiv:2604.12955.

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

pith.paper-citation-record.v1
2604.12955 v3

Coverage vector

measured 48 of 48 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-07-12T21:05:04.540514Z

measured 49 of 49 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-09T06:31:02.800959+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-02T13:59:23.802281Z

measured 0 of 1 external citation measurements

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

Source: cited_works

Reference resolution

48 of 48 outbound references displayed

verified exact0
verified fuzzy0
unresolved48
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation a4cd660f-1d47-4a90-9f74-ecd41589897d · outbound

This paper cites an unresolved cited work.

Text2Model: Modeling Copilots for Text-to-Model Translation Unresolved cited work

Reference 8

Resolution: unresolved; no resolver link, observed 2026-07-12T21:05:04.540514Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5a652f9c-2908-4271-a196-d32ea1f16c4f · outbound

This paper cites an unresolved cited work.

Text2Model: Modeling Copilots for Text-to-Model Translation Unresolved cited work

Reference 10

Resolution: unresolved; no resolver link, observed 2026-07-12T21:05:04.540514Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 83a744cb-4ed9-4b4a-aaa1-f08444a0ea1d · outbound

This paper cites an unresolved cited work.

Text2Model: Modeling Copilots for Text-to-Model Translation Unresolved cited work

Reference 13

Resolution: unresolved; no resolver link, observed 2026-07-12T21:05:04.540514Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 54c7cdb5-2b23-4a58-ae75-1ccf2fdb9c59 · outbound

This paper cites Explicitlycasttypesifnecessary.

Text2Model: Modeling Copilots for Text-to-Model Translation Explicitlycasttypesifnecessary

Reference 14

Resolution: unresolved; no resolver link, observed 2026-07-12T21:05:04.540514Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3d07af75-f64b-4093-afab-86e1169237d5 · outbound

This paper cites Do not forget the ‘solve‘ keyword.

Text2Model: Modeling Copilots for Text-to-Model Translation Do not forget the ‘solve‘ keyword

Reference 15

Resolution: unresolved; no resolver link, observed 2026-07-12T21:05:04.540514Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 010a9be4-7faa-4b26-a8ae-49cf41114f2a · outbound

This paper cites an unresolved cited work.

Text2Model: Modeling Copilots for Text-to-Model Translation Unresolved cited work

Reference 16

Resolution: unresolved; no resolver link, observed 2026-07-12T21:05:04.540514Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f2e63e0d-0fb1-4a80-bba1-b1ffaec87ddd · outbound

This paper cites an unresolved cited work.

Text2Model: Modeling Copilots for Text-to-Model Translation Unresolved cited work

Reference 17

Resolution: unresolved; no resolver link, observed 2026-07-12T21:05:04.540514Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 81398804-c6e8-4c00-83f7-ae1db531c635 · outbound

This paper cites Please do not generate any other token, except the MiniZinc code.

Text2Model: Modeling Copilots for Text-to-Model Translation Please do not generate any other token, except the MiniZinc code

Reference 18

Resolution: unresolved; no resolver link, observed 2026-07-12T21:05:04.540514Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a1dfe1ca-bd92-420c-916b-54cfda9ed74e · outbound

This paper cites an unresolved cited work.

Text2Model: Modeling Copilots for Text-to-Model Translation Unresolved cited work

Reference 19

Resolution: unresolved; no resolver link, observed 2026-07-12T21:05:04.540514Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8288f9b1-e9f0-482b-a6d0-637c49c6cbc2 · outbound

This paper cites an unresolved cited work.

Text2Model: Modeling Copilots for Text-to-Model Translation Unresolved cited work

Reference 20

Resolution: unresolved; no resolver link, observed 2026-07-12T21:05:04.540514Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0787a2dd-b4c3-4975-a2d9-da11e5953d10 · outbound

This paper cites an unresolved cited work.

Text2Model: Modeling Copilots for Text-to-Model Translation Unresolved cited work

Reference 21

Resolution: unresolved; no resolver link, observed 2026-07-12T21:05:04.540514Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9dcff7a6-fdf3-4ea8-89e6-aaf0037b7fdf · outbound

This paper cites minimization.

Text2Model: Modeling Copilots for Text-to-Model Translation minimization

Reference 22

Resolution: unresolved; no resolver link, observed 2026-07-12T21:05:04.540514Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4547db2b-603c-4c10-a621-fb55df6b26b2 · outbound

This paper cites an unresolved cited work.

Text2Model: Modeling Copilots for Text-to-Model Translation Unresolved cited work

Reference 23

Resolution: unresolved; no resolver link, observed 2026-07-12T21:05:04.540514Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a7907506-2c65-45d7-85c8-8a19a8b9dc26 · outbound

This paper cites an unresolved cited work.

Text2Model: Modeling Copilots for Text-to-Model Translation Unresolved cited work

Reference 24

Resolution: unresolved; no resolver link, observed 2026-07-12T21:05:04.540514Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 61945c1e-c377-47f4-a181-db0c1483242a · outbound

This paper cites If any issues are found, revise the MiniZinc code accordingly.

Text2Model: Modeling Copilots for Text-to-Model Translation If any issues are found, revise the MiniZinc code accordingly

Reference 25

Resolution: unresolved; no resolver link, observed 2026-07-12T21:05:04.540514Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a4d336b4-aa27-47f7-83bf-cfae1537e8e6 · outbound

This paper cites Do not declare values directly from the input data nomenclature and examples within the MiniZinc model.

Text2Model: Modeling Copilots for Text-to-Model Translation Do not declare values directly from the input data nomenclature and examples within the MiniZinc model

Reference 26

Resolution: unresolved; no resolver link, observed 2026-07-12T21:05:04.540514Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2677d3b3-815c-4ea1-b9fc-bb87d90d7740 · outbound

This paper cites an unresolved cited work.

Text2Model: Modeling Copilots for Text-to-Model Translation Unresolved cited work

Reference 27

Resolution: unresolved; no resolver link, observed 2026-07-12T21:05:04.540514Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4cf9fe78-c2cd-4095-9dad-e4e66a1e6ac0 · outbound

This paper cites If bounds are explicit (e.g., non-negative), include them as constraints.

Text2Model: Modeling Copilots for Text-to-Model Translation If bounds are explicit (e.g., non-negative), include them as constraints

Reference 28

Resolution: unresolved; no resolver link, observed 2026-07-12T21:05:04.540514Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 42d9cdf6-3565-4a55-b20d-92eeb72f21e4 · outbound

This paper cites Applyelement-wiseconstraintsin a separate constraint block if bounds depend on array elements.

Text2Model: Modeling Copilots for Text-to-Model Translation Applyelement-wiseconstraintsin a separate constraint block if bounds depend on array elements

Reference 29

Resolution: unresolved; no resolver link, observed 2026-07-12T21:05:04.540514Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f63de7e4-3afe-4a10-bef3-8a1b7d1f0c7b · outbound

This paper cites an unresolved cited work.

Text2Model: Modeling Copilots for Text-to-Model Translation Unresolved cited work

Reference 30

Resolution: unresolved; no resolver link, observed 2026-07-12T21:05:04.540514Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 718e06d4-75d7-4564-9ab5-5259cf5dc94d · outbound

This paper cites an unresolved cited work.

Text2Model: Modeling Copilots for Text-to-Model Translation Unresolved cited work

Reference 31

Resolution: unresolved; no resolver link, observed 2026-07-12T21:05:04.540514Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0b12ba8c-a3b8-43be-83e9-c74da6770d67 · outbound

This paper cites an unresolved cited work.

Text2Model: Modeling Copilots for Text-to-Model Translation Unresolved cited work

Reference 32

Resolution: unresolved; no resolver link, observed 2026-07-12T21:05:04.540514Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4c93523e-bbbb-45a3-ad53-6f6e5221bd88 · outbound

This paper cites an unresolved cited work.

Text2Model: Modeling Copilots for Text-to-Model Translation Unresolved cited work

Reference 33

Resolution: unresolved; no resolver link, observed 2026-07-12T21:05:04.540514Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9343be93-18f2-493b-87c8-d93cf0b141dd · outbound

This paper cites an unresolved cited work.

Text2Model: Modeling Copilots for Text-to-Model Translation Unresolved cited work

Reference 34

Resolution: unresolved; no resolver link, observed 2026-07-12T21:05:04.540514Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 25ab4d67-28db-429e-ac52-e97d6a0c419c · outbound

This paper cites an unresolved cited work.

Text2Model: Modeling Copilots for Text-to-Model Translation Unresolved cited work

Reference 35

Resolution: unresolved; no resolver link, observed 2026-07-12T21:05:04.540514Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5fb078a0-d7a2-40ac-80d4-ffb07029bf89 · outbound

This paper cites an unresolved cited work.

Text2Model: Modeling Copilots for Text-to-Model Translation Unresolved cited work

Reference 36

Resolution: unresolved; no resolver link, observed 2026-07-12T21:05:04.540514Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation af63991a-11ac-473c-ae3d-91147e02d42f · outbound

This paper cites Problem Description: {problem_description} 27 Input Data Nomenclature and Examples: {data_nomenclature} C.6.2 Constraints You are an expert MiniZinc developer.

Text2Model: Modeling Copilots for Text-to-Model Translation Problem Description: {problem_description} 27 Input Data Nomenclature and Examples: {data_nomenclature} C.6.2 Constraints You are an expert MiniZinc developer

Reference 37

Resolution: unresolved; no resolver link, observed 2026-07-12T21:05:04.540514Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 135a0c92-e155-4979-97e6-25e54380bf01 · outbound

This paper cites an unresolved cited work.

Text2Model: Modeling Copilots for Text-to-Model Translation Unresolved cited work

Reference 38

Resolution: unresolved; no resolver link, observed 2026-07-12T21:05:04.540514Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ed399455-72e1-471c-8672-0ae88bb2081b · outbound

This paper cites an unresolved cited work.

Text2Model: Modeling Copilots for Text-to-Model Translation Unresolved cited work

Reference 39

Resolution: unresolved; no resolver link, observed 2026-07-12T21:05:04.540514Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 33244edd-1372-49e6-a0d8-02399afc45b3 · outbound

This paper cites an unresolved cited work.

Text2Model: Modeling Copilots for Text-to-Model Translation Unresolved cited work

Reference 40

Resolution: unresolved; no resolver link, observed 2026-07-12T21:05:04.540514Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b84a1a9f-9e10-4352-af1f-e1e0461bbc2b · outbound

This paper cites an unresolved cited work.

Text2Model: Modeling Copilots for Text-to-Model Translation Unresolved cited work

Reference 41

Resolution: unresolved; no resolver link, observed 2026-07-12T21:05:04.540514Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4fd98529-c9b2-4c30-b2bf-54e914490dc7 · outbound

This paper cites an unresolved cited work.

Text2Model: Modeling Copilots for Text-to-Model Translation Unresolved cited work

Reference 42

Resolution: unresolved; no resolver link, observed 2026-07-12T21:05:04.540514Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2eeeac95-0bd1-4c58-93fb-ef6214c7cffc · outbound

This paper cites an unresolved cited work.

Text2Model: Modeling Copilots for Text-to-Model Translation Unresolved cited work

Reference 43

Resolution: unresolved; no resolver link, observed 2026-07-12T21:05:04.540514Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 00c83239-9d8c-447a-972b-d7516c7d3558 · outbound

This paper cites an unresolved cited work.

Text2Model: Modeling Copilots for Text-to-Model Translation Unresolved cited work

Reference 44

Resolution: unresolved; no resolver link, observed 2026-07-12T21:05:04.540514Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0b9a2e17-ad20-4e85-8e08-74697d4c2e41 · outbound

This paper cites an unresolved cited work.

Text2Model: Modeling Copilots for Text-to-Model Translation Unresolved cited work

Reference 45

Resolution: unresolved; no resolver link, observed 2026-07-12T21:05:04.540514Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bffdba81-d5a1-48b2-a9ce-5ce77891f081 · outbound

This paper cites an unresolved cited work.

Text2Model: Modeling Copilots for Text-to-Model Translation Unresolved cited work

Reference 46

Resolution: unresolved; no resolver link, observed 2026-07-12T21:05:04.540514Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 58758ed5-176c-489a-935d-276bccbeed31 · outbound

This paper cites Do not forget the ‘solve‘ keyword.

Text2Model: Modeling Copilots for Text-to-Model Translation Do not forget the ‘solve‘ keyword

Reference 47

Resolution: unresolved; no resolver link, observed 2026-07-12T21:05:04.540514Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d2ccece8-142e-42d2-a1cf-97e0df90e45c · outbound

This paper cites an unresolved cited work.

Text2Model: Modeling Copilots for Text-to-Model Translation Unresolved cited work

Reference 48

Resolution: unresolved; no resolver link, observed 2026-07-12T21:05:04.540514Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9f32fd28-7c3b-4d5a-bd07-5e05d237d5d3 · outbound

This paper cites an unresolved cited work.

Text2Model: Modeling Copilots for Text-to-Model Translation Unresolved cited work

Reference 49

Resolution: unresolved; no resolver link, observed 2026-07-12T21:05:04.540514Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 875876af-ec9e-4121-9f09-9587b0dc19d8 · outbound

This paper cites an unresolved cited work.

Text2Model: Modeling Copilots for Text-to-Model Translation Unresolved cited work

Reference 50

Resolution: unresolved; no resolver link, observed 2026-07-12T21:05:04.540514Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation cb920143-01ee-4750-8376-8942bd7292a6 · outbound

This paper cites an unresolved cited work.

Text2Model: Modeling Copilots for Text-to-Model Translation Unresolved cited work

Reference 51

Resolution: unresolved; no resolver link, observed 2026-07-12T21:05:04.540514Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8173325b-2ce5-445f-a26f-70f61b764728 · outbound

This paper cites an unresolved cited work.

Text2Model: Modeling Copilots for Text-to-Model Translation Unresolved cited work

Reference 52

Resolution: unresolved; no resolver link, observed 2026-07-12T21:05:04.540514Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e3680c9a-0513-4301-89df-dd900b013f4c · outbound

This paper cites an unresolved cited work.

Text2Model: Modeling Copilots for Text-to-Model Translation Unresolved cited work

Reference 53

Resolution: unresolved; no resolver link, observed 2026-07-12T21:05:04.540514Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 510b4099-4b7c-4aba-a320-880846393b6b · outbound

This paper cites an unresolved cited work.

Text2Model: Modeling Copilots for Text-to-Model Translation Unresolved cited work

Reference 54

Resolution: unresolved; no resolver link, observed 2026-07-12T21:05:04.540514Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 164cec33-375a-4e22-8b5d-706a8d56d2df · outbound

This paper cites an unresolved cited work.

Text2Model: Modeling Copilots for Text-to-Model Translation Unresolved cited work

Reference 55

Resolution: unresolved; no resolver link, observed 2026-07-12T21:05:04.540514Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b3975d11-3bd4-4a44-8b2e-d46cc1e600d9 · outbound

This paper cites an unresolved cited work.

Text2Model: Modeling Copilots for Text-to-Model Translation Unresolved cited work

Reference 56

Resolution: unresolved; no resolver link, observed 2026-07-12T21:05:04.540514Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0c8bea47-25a8-460f-be53-67540f2b162a · outbound

This paper cites an unresolved cited work.

Text2Model: Modeling Copilots for Text-to-Model Translation Unresolved cited work

Reference 57

Resolution: unresolved; no resolver link, observed 2026-07-12T21:05:04.540514Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ddc88ec0-3c0b-4329-9afd-f451c5bbf52c · outbound

This paper cites Generate MiniZinc code ONLY. Do NOT generate CPOPT, COPT, or any other format even if the problem description mentions it.

Text2Model: Modeling Copilots for Text-to-Model Translation Generate MiniZinc code ONLY. Do NOT generate CPOPT, COPT, or any other format even if the problem description mentions it

Reference 58

Resolution: unresolved; no resolver link, observed 2026-07-12T21:05:04.540514Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

Observation 35f08910-7cf8-4f47-8b94-2de557bd66d9 · inbound

Learn2Zinc: Fine-tuning Small Language Models for Text-to-Model Translation in MiniZinc cites this paper.

Learn2Zinc: Fine-tuning Small Language Models for Text-to-Model Translation in MiniZinc Text2Model: Modeling Copilots for Text-to-Model Translation

Reference 2026

Resolution: unresolved; no resolver link, observed 2026-08-02T13:59:23.802281Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.