Paper Citation Record · LEDGER

StarOR: Synergizing Tree Search and Test-Time Reinforcement Learning for Optimization Modeling

As of 21 August 2026, this Paper Citation Record lists 42 of 42 outbound references and 0 inbound Pith citation observations for arXiv:2606.15197.

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

pith.paper-citation-record.v1
2606.15197 v2

Coverage vector

measured 42 of 42 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-07-11T11:50:26.030339Z

measured 42 of 42 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

42 of 42 outbound references displayed

verified exact1
verified fuzzy0
unresolved39
parse uncertain0
malformed identifier1
metadata mismatch1

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 9d0237c2-6647-4772-bb8a-64bbd00d1091 · outbound

This paper cites DeepSeek-V3 Technical Report.

StarOR: Synergizing Tree Search and Test-Time Reinforcement Learning for Optimization Modeling DeepSeek-V3 Technical Report

Reference 1

Resolution: metadata mismatch; local_arxiv, observed 2026-06-27T04:40:32.473151Z

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.

Observation 4ab05181-99b3-4f33-b3b7-de039566f909 · outbound

This paper cites Learning to Discover at Test Time.

StarOR: Synergizing Tree Search and Test-Time Reinforcement Learning for Optimization Modeling Learning to Discover at Test Time

Reference 2

Resolution: verified exact; local_arxiv, observed 2026-06-27T04:40:32.472766Z

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.

Observation ef9c4ca3-9867-4dd7-af52-938d4e75bf9f · outbound

This paper cites 0) specified in thereject_exactlist.

StarOR: Synergizing Tree Search and Test-Time Reinforcement Learning for Optimization Modeling 0) specified in thereject_exactlist

Reference 3

Resolution: unresolved; no resolver link, observed 2026-06-27T04:30:47.685730Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5cd3436a-4feb-4679-baa5-7deecfcfca9b · outbound

This paper cites case_id.

StarOR: Synergizing Tree Search and Test-Time Reinforcement Learning for Optimization Modeling case_id

Reference 4

Resolution: unresolved; no resolver link, observed 2026-06-27T04:30:47.685730Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 04062179-edc7-4730-b091-658081b7cd4e · outbound

This paper cites an unresolved cited work.

StarOR: Synergizing Tree Search and Test-Time Reinforcement Learning for Optimization Modeling Unresolved cited work

Reference 5

Resolution: unresolved; no resolver link, observed 2026-06-27T04:30:47.685730Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c504f62d-c435-429b-8beb-fd92c2407100 · outbound

This paper cites an unresolved cited work.

StarOR: Synergizing Tree Search and Test-Time Reinforcement Learning for Optimization Modeling Unresolved cited work

Reference 6

Resolution: unresolved; no resolver link, observed 2026-06-27T04:30:47.685730Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7234e0cf-0599-4705-a032-d9dd8b214d8d · outbound

This paper cites an unresolved cited work.

StarOR: Synergizing Tree Search and Test-Time Reinforcement Learning for Optimization Modeling Unresolved cited work

Reference 7

Resolution: unresolved; no resolver link, observed 2026-06-27T04:30:47.685730Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c2a32138-b566-4569-8c7f-23994ecc94d2 · outbound

This paper cites kind": "interval.

StarOR: Synergizing Tree Search and Test-Time Reinforcement Learning for Optimization Modeling kind": "interval

Reference 8

Resolution: unresolved; no resolver link, observed 2026-06-27T04:30:47.685730Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5928ab93-f8b3-47c5-ac32-dadeb5827b83 · outbound

This paper cites an unresolved cited work.

StarOR: Synergizing Tree Search and Test-Time Reinforcement Learning for Optimization Modeling Unresolved cited work

Reference 9

Resolution: unresolved; no resolver link, observed 2026-06-27T04:30:47.685730Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e1e49d9b-13b9-4846-9162-b377828ad41f · outbound

This paper cites an unresolved cited work.

StarOR: Synergizing Tree Search and Test-Time Reinforcement Learning for Optimization Modeling Unresolved cited work

Reference 10

Resolution: unresolved; no resolver link, observed 2026-06-27T04:30:47.685730Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5ebf5442-873f-4dea-826b-8a12d99275ca · outbound

This paper cites kind": "interval.

StarOR: Synergizing Tree Search and Test-Time Reinforcement Learning for Optimization Modeling kind": "interval

Reference 11

Resolution: unresolved; no resolver link, observed 2026-06-27T04:30:47.685730Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 07a564fd-5fab-4787-868c-e466d18a8b1b · outbound

This paper cites Identify the decision context, objective direction, resources, agents, items, time periods, locations, or other entities that need indexing.

StarOR: Synergizing Tree Search and Test-Time Reinforcement Learning for Optimization Modeling Identify the decision context, objective direction, resources, agents, items, time periods, locations, or other entities that need indexing

Reference 12

Resolution: unresolved; no resolver link, observed 2026-06-27T04:30:47.685730Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation dae24762-e57a-44cd-a1a4-b11ef96e2ced · outbound

This paper cites Include the optimization family when identifiable, such as LP, MILP, assignment, transportation, facility location, routing, scheduling, blending, or production planning.

StarOR: Synergizing Tree Search and Test-Time Reinforcement Learning for Optimization Modeling Include the optimization family when identifiable, such as LP, MILP, assignment, transportation, facility location, routing, scheduling, blending, or production planning

Reference 13

Resolution: unresolved; no resolver link, observed 2026-06-27T04:30:47.685730Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 32d2d9cd-35ae-4de8-a5ee-9dd8023026fe · outbound

This paper cites Define only the sets needed for a clean mathematical formulation.

StarOR: Synergizing Tree Search and Test-Time Reinforcement Learning for Optimization Modeling Define only the sets needed for a clean mathematical formulation

Reference 14

Resolution: unresolved; no resolver link, observed 2026-06-27T04:30:47.685730Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8d235ef1-b55a-418b-8d27-3a9ac550ee42 · outbound

This paper cites Required output order: <thought>...</thought> <Type>...</Type> <Sets>...</Sets> <python>...</python> MANDATORY FORMAT RULES:.

StarOR: Synergizing Tree Search and Test-Time Reinforcement Learning for Optimization Modeling Required output order: <thought>...</thought> <Type>...</Type> <Sets>...</Sets> <python>...</python> MANDATORY FORMAT RULES:

Reference 15

Resolution: unresolved; no resolver link, observed 2026-06-27T04:30:47.685730Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4744f1d9-1bcd-4774-9c04-615e26884555 · outbound

This paper cites − classical OR family when identifiable: TSP / Facility Location Problem / VRP (Vehicle Routing Problem) and so on.

StarOR: Synergizing Tree Search and Test-Time Reinforcement Learning for Optimization Modeling − classical OR family when identifiable: TSP / Facility Location Problem / VRP (Vehicle Routing Problem) and so on

Reference 16

Resolution: unresolved; no resolver link, observed 2026-06-27T04:30:47.685730Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f422f4a3-1f54-4983-b423-b44de01deba3 · outbound

This paper cites Optimal value: {{optimal}}.

StarOR: Synergizing Tree Search and Test-Time Reinforcement Learning for Optimization Modeling Optimal value: {{optimal}}

Reference 17

Resolution: unresolved; no resolver link, observed 2026-06-27T04:30:47.685730Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0b17cdd4-0790-4469-867f-9e154482194f · outbound

This paper cites Identify all numeric constants, tables, capacities, demands, costs, profits, budgets, bounds, and logical coefficients required by the model.

StarOR: Synergizing Tree Search and Test-Time Reinforcement Learning for Optimization Modeling Identify all numeric constants, tables, capacities, demands, costs, profits, budgets, bounds, and logical coefficients required by the model

Reference 18

Resolution: unresolved; no resolver link, observed 2026-06-27T04:30:47.685730Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f03d0611-8be2-4892-8273-77fd26a545f3 · outbound

This paper cites Preserve units and map each parameter to the relevant set indices.

StarOR: Synergizing Tree Search and Test-Time Reinforcement Learning for Optimization Modeling Preserve units and map each parameter to the relevant set indices

Reference 19

Resolution: unresolved; no resolver link, observed 2026-06-27T04:30:47.685730Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 70f1c65c-09ff-459f-b3d4-311aa277f2ce · outbound

This paper cites Specify variable domain, index set, and semantic meaning.

StarOR: Synergizing Tree Search and Test-Time Reinforcement Learning for Optimization Modeling Specify variable domain, index set, and semantic meaning

Reference 20

Resolution: unresolved; no resolver link, observed 2026-06-27T04:30:47.685730Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 41c05cf9-49bd-48a8-a356-dc3f246b558a · outbound

This paper cites Required output order: <thought>...</thought> <Parameters>...</Parameters> <Variables>...</Variables> <python>...</python> MANDATORY FORMAT RULES:.

StarOR: Synergizing Tree Search and Test-Time Reinforcement Learning for Optimization Modeling Required output order: <thought>...</thought> <Parameters>...</Parameters> <Variables>...</Variables> <python>...</python> MANDATORY FORMAT RULES:

Reference 21

Resolution: unresolved; no resolver link, observed 2026-06-27T04:30:47.685730Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 27681337-0423-46ce-b450-655d8f5022ae · outbound

This paper cites an unresolved cited work.

StarOR: Synergizing Tree Search and Test-Time Reinforcement Learning for Optimization Modeling Unresolved cited work

Reference 22

Resolution: unresolved; no resolver link, observed 2026-06-27T04:30:47.685730Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 634a9e46-49f1-4de6-9125-b05efbac9f50 · outbound

This paper cites an unresolved cited work.

StarOR: Synergizing Tree Search and Test-Time Reinforcement Learning for Optimization Modeling Unresolved cited work

Reference 23

Resolution: unresolved; no resolver link, observed 2026-06-27T04:30:47.685730Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5a6b6481-3413-4648-8f8d-8b2367293720 · outbound

This paper cites Optimal value: {{optimal}}.

StarOR: Synergizing Tree Search and Test-Time Reinforcement Learning for Optimization Modeling Optimal value: {{optimal}}

Reference 24

Resolution: unresolved; no resolver link, observed 2026-06-27T04:30:47.685730Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9e741903-d741-4525-b333-6c540d9c94c3 · outbound

This paper cites Determine the objective sense, the exact objective expression, and every feasibility condition stated or implied by the problem.

StarOR: Synergizing Tree Search and Test-Time Reinforcement Learning for Optimization Modeling Determine the objective sense, the exact objective expression, and every feasibility condition stated or implied by the problem

Reference 25

Resolution: unresolved; no resolver link, observed 2026-06-27T04:30:47.685730Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f4969754-a90e-4667-afb2-a3606df93d80 · outbound

This paper cites Include whether the problem is a minimization or maximization problem.

StarOR: Synergizing Tree Search and Test-Time Reinforcement Learning for Optimization Modeling Include whether the problem is a minimization or maximization problem

Reference 26

Resolution: unresolved; no resolver link, observed 2026-06-27T04:30:47.685730Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 88c0a317-81bb-47e0-acaf-f1109f42ff41 · outbound

This paper cites Group constraints by semantic role, such as demand satisfaction, capacity, assignment, budget, balance, precedence, compatibility, or domain restrictions.

StarOR: Synergizing Tree Search and Test-Time Reinforcement Learning for Optimization Modeling Group constraints by semantic role, such as demand satisfaction, capacity, assignment, budget, balance, precedence, compatibility, or domain restrictions

Reference 27

Resolution: unresolved; no resolver link, observed 2026-06-27T04:30:47.685730Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1e100bb2-df1a-4575-8544-61ea05886fe6 · outbound

This paper cites Required output order: <thought>...</thought> <Objective>...</Objective> <Constraints>...</Constraints> 28 <python>...</python> MANDATORY FORMAT RULES:.

StarOR: Synergizing Tree Search and Test-Time Reinforcement Learning for Optimization Modeling Required output order: <thought>...</thought> <Objective>...</Objective> <Constraints>...</Constraints> 28 <python>...</python> MANDATORY FORMAT RULES:

Reference 28

Resolution: unresolved; no resolver link, observed 2026-06-27T04:30:47.685730Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6b3c7fd8-d5bb-4c95-b8d0-c0378454d0c5 · outbound

This paper cites an unresolved cited work.

StarOR: Synergizing Tree Search and Test-Time Reinforcement Learning for Optimization Modeling Unresolved cited work

Reference 29

Resolution: unresolved; no resolver link, observed 2026-06-27T04:30:47.685730Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c95337e9-852d-4fb1-9cc2-9a240d6c576c · outbound

This paper cites an unresolved cited work.

StarOR: Synergizing Tree Search and Test-Time Reinforcement Learning for Optimization Modeling Unresolved cited work

Reference 30

Resolution: unresolved; no resolver link, observed 2026-06-27T04:30:47.685730Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e924035a-98dc-4700-9901-fa26b4ee7879 · outbound

This paper cites an unresolved cited work.

StarOR: Synergizing Tree Search and Test-Time Reinforcement Learning for Optimization Modeling Unresolved cited work

Reference 31

Resolution: unresolved; no resolver link, observed 2026-06-27T04:30:47.685730Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 21024ae0-ee4a-4e53-99f3-7359c1fcc321 · outbound

This paper cites an unresolved cited work.

StarOR: Synergizing Tree Search and Test-Time Reinforcement Learning for Optimization Modeling Unresolved cited work

Reference 32

Resolution: unresolved; no resolver link, observed 2026-06-27T04:30:47.685730Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9fd54dd4-e36d-4982-b8c8-2f5d2930c6fd · outbound

This paper cites Optimal value: {{optimal}}.

StarOR: Synergizing Tree Search and Test-Time Reinforcement Learning for Optimization Modeling Optimal value: {{optimal}}

Reference 33

Resolution: unresolved; no resolver link, observed 2026-06-27T04:30:47.685730Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fc64cfd1-03f6-4b9a-b9d7-a24d3472c5c1 · outbound

This paper cites Check that the committed formulation is internally consistent.

StarOR: Synergizing Tree Search and Test-Time Reinforcement Learning for Optimization Modeling Check that the committed formulation is internally consistent

Reference 34

Resolution: unresolved; no resolver link, observed 2026-06-27T04:30:47.685730Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0a7dd50e-d449-470b-bb6e-ccfadb033fd5 · outbound

This paper cites an unresolved cited work.

StarOR: Synergizing Tree Search and Test-Time Reinforcement Learning for Optimization Modeling Unresolved cited work

Reference 35

Resolution: unresolved; no resolver link, observed 2026-06-27T04:30:47.685730Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 655c734c-221a-4702-a6e3-8585a40c70a1 · outbound

This paper cites Optimal value: {{optimal}}.

StarOR: Synergizing Tree Search and Test-Time Reinforcement Learning for Optimization Modeling Optimal value: {{optimal}}

Reference 36

Resolution: unresolved; no resolver link, observed 2026-06-27T04:30:47.685730Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 061a8821-f2a6-4b44-ae2f-dcc61f0649c1 · outbound

This paper cites − Summarize potential pitfalls or common mistakes related to this type of code error.

StarOR: Synergizing Tree Search and Test-Time Reinforcement Learning for Optimization Modeling − Summarize potential pitfalls or common mistakes related to this type of code error

Reference 37

Resolution: unresolved; no resolver link, observed 2026-06-27T04:30:47.685730Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 40d5c56c-e9d0-4ba3-9f36-fdc7e3ffbd6d · outbound

This paper cites Optimal value: {{optimal}}.

StarOR: Synergizing Tree Search and Test-Time Reinforcement Learning for Optimization Modeling Optimal value: {{optimal}}

Reference 38

Resolution: unresolved; no resolver link, observed 2026-06-27T04:30:47.685730Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d595efef-cdb6-4a3d-ba89-1af5d95c375d · outbound

This paper cites − Summarize potential pitfalls or common mistakes related to this type of infeasibility.

StarOR: Synergizing Tree Search and Test-Time Reinforcement Learning for Optimization Modeling − Summarize potential pitfalls or common mistakes related to this type of infeasibility

Reference 39

Resolution: unresolved; no resolver link, observed 2026-06-27T04:30:47.685730Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 681869e4-cd4c-4df4-b6dc-3b2efdae4875 · outbound

This paper cites This should address the flaws in the previous attempt.

StarOR: Synergizing Tree Search and Test-Time Reinforcement Learning for Optimization Modeling This should address the flaws in the previous attempt

Reference 40

Resolution: unresolved; no resolver link, observed 2026-06-27T04:30:47.685730Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a3b2bacd-4f20-4740-b0f0-fd91104d54fb · outbound

This paper cites Optimal value: {{optimal}}.

StarOR: Synergizing Tree Search and Test-Time Reinforcement Learning for Optimization Modeling Optimal value: {{optimal}}

Reference 41

Resolution: malformed identifier; no resolver link, observed 2026-06-27T04:30:47.685730Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fe5818ee-87a8-4fe5-886d-7520da3bc231 · outbound

This paper cites Guidelines: • The answer [N/A] means that the paper does not involve crowdsourcing nor research with human subjects.

StarOR: Synergizing Tree Search and Test-Time Reinforcement Learning for Optimization Modeling Guidelines: • The answer [N/A] means that the paper does not involve crowdsourcing nor research with human subjects

Reference 42

Resolution: unresolved; no resolver link, observed 2026-06-27T04:30:47.685730Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

No inbound Pith citation observations are available.