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Paper Citation Record · LEDGER

Beyond Forecasting: The Belief-to-Trade Layer in Prediction-Market Agents

As of 8 August 2026, this Paper Citation Record lists 9 of 9 outbound references and 0 inbound Pith citation observations for arXiv:2607.03015.

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

pith.paper-citation-record.v1
2607.03015 v1

Coverage vector

measured 9 of 9 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-07-12T05:27:20.387540Z

measured 9 of 9 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-08T06:32:00.761636+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

9 of 9 outbound references displayed

  • verified exact0
  • verified fuzzy0
  • unresolved9
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 9ac5225e-5268-4396-bbbb-6a47d39e0bb0 · outbound

This paper cites ForecastBench: A Dynamic Benchmark of AI Forecasting Capabilities.

Beyond Forecasting: The Belief-to-Trade Layer in Prediction-Market Agents ForecastBench: A Dynamic Benchmark of AI Forecasting Capabilities

Reference 1

Resolution
unresolved
no resolver link, observed 2026-07-12T05:27:20.387540Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-07-12T05:27:20.387540Z digest=sha256:e7c40096d37deeb054679ea098b7a21c5e2f919323b22db00a420fb5525824bd

Observation d989f460-dab2-427e-85a6-c5e7829be3bf · outbound

This paper cites 2025 , url=.

Beyond Forecasting: The Belief-to-Trade Layer in Prediction-Market Agents 2025 , url=

Reference 2

Resolution
unresolved
no resolver link, observed 2026-07-12T05:27:20.387540Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-07-12T05:27:20.387540Z digest=sha256:77b1127458065d429dfee89c60f06302f21680d2ffaa67ce77e840ce6929fd4e

Observation d50c295b-dd23-4fcd-b4a4-6279ab188239 · outbound

This paper cites FutureX: An Advanced Live Benchmark for.

Beyond Forecasting: The Belief-to-Trade Layer in Prediction-Market Agents FutureX: An Advanced Live Benchmark for

Reference 3

Resolution
unresolved
no resolver link, observed 2026-07-12T05:27:20.387540Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-07-12T05:27:20.387540Z digest=sha256:2b8f892d29b4df8fd8f5b02b956b95b9e1a38aa00ed9f6b6030cd6594c0a3928

Observation 2981f381-9c2c-4bd9-97fc-2242956961a9 · outbound

This paper cites The Losing Winner: An.

Beyond Forecasting: The Belief-to-Trade Layer in Prediction-Market Agents The Losing Winner: An

Reference 4

Resolution
unresolved
no resolver link, observed 2026-07-12T05:27:20.387540Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-07-12T05:27:20.387540Z digest=sha256:12186b6ac224d3f66dd590987d54fe49810c0dbd103d270d375276b29d0b1148

Observation 7549864d-200e-4377-834b-e8cda058673d · outbound

This paper cites Prediction Arena: Benchmarking.

Beyond Forecasting: The Belief-to-Trade Layer in Prediction-Market Agents Prediction Arena: Benchmarking

Reference 5

Resolution
unresolved
no resolver link, observed 2026-07-12T05:27:20.387540Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-07-12T05:27:20.387540Z digest=sha256:6656a76e439174d7f95449cb857fb52f28625329079ccf9f438e16601c8bddea

Observation c8f6097d-ca18-4237-98b1-66e6d854616e · outbound

This paper cites PolyBench: Benchmarking.

Beyond Forecasting: The Belief-to-Trade Layer in Prediction-Market Agents PolyBench: Benchmarking

Reference 6

Resolution
unresolved
no resolver link, observed 2026-07-12T05:27:20.387540Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-07-12T05:27:20.387540Z digest=sha256:bf4a475c51fca87e82120d81a3edabb09c9a190ae65254608e2e5857cceb4529

Observation 1e2c03cc-597a-4473-ad88-b1747c28be93 · outbound

This paper cites Agentic Forecasting using Sequential Bayesian Updating of Linguistic Beliefs.

Beyond Forecasting: The Belief-to-Trade Layer in Prediction-Market Agents Agentic Forecasting using Sequential Bayesian Updating of Linguistic Beliefs

Reference 7

Resolution
unresolved
no resolver link, observed 2026-07-12T05:27:20.387540Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-07-12T05:27:20.387540Z digest=sha256:615883f5f1d5f5f622bc817304c3393fe65296d6f0efb85ce18db717560eacec

Observation daa81c6a-0afb-4c12-b437-f6a5842f307b · outbound

This paper cites Monthly Weather Review , volume=.

Beyond Forecasting: The Belief-to-Trade Layer in Prediction-Market Agents Monthly Weather Review , volume=

Reference 8

Resolution
unresolved
no resolver link, observed 2026-07-12T05:27:20.387540Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-07-12T05:27:20.387540Z digest=sha256:9ca3992ed95fa6823edeeabc1e96f124d0698e742f65c9d1398fef0ba2e6503b

Observation f1fa4d73-bce7-44d8-aa65-5327e1b9859a · outbound

This paper cites The Bell System Technical Journal , volume=.

Beyond Forecasting: The Belief-to-Trade Layer in Prediction-Market Agents The Bell System Technical Journal , volume=

Reference 9

Resolution
unresolved
no resolver link, observed 2026-07-12T05:27:20.387540Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-07-12T05:27:20.387540Z digest=sha256:2ca84a2aef1e142edef85b310b31533a0c343321514ce1448bb9feefdfffaf58

Pith citing papers

No inbound Pith citation observations are available.