Paper Citation Record · LEDGER

Can AI Reason Like an Urban Planner? Benchmarking Large Language Models Against Professional Judgment

As of 8 August 2026, this Paper Citation Record lists 5 of 5 outbound references and 0 inbound Pith citation observations for arXiv:2606.11678.

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

pith.paper-citation-record.v1
2606.11678 v2

Coverage vector

measured 5 of 5 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-07-14T18:05:20.910046Z

measured 5 of 5 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

5 of 5 outbound references displayed

verified exact0
verified fuzzy0
unresolved5
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 1bbdcc2d-a5fa-4f77-ac44-27b9da5ab828 · outbound

This paper cites understands.

Can AI Reason Like an Urban Planner? Benchmarking Large Language Models Against Professional Judgment understands

Reference 1

Resolution: unresolved; no resolver link, observed 2026-07-14T18:05:20.910046Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 128aca4c-1041-4c65-b137-7bb893c21bd2 · outbound

This paper cites bigger is bet- ter.

Can AI Reason Like an Urban Planner? Benchmarking Large Language Models Against Professional Judgment bigger is bet- ter

Reference 2

Resolution: unresolved; no resolver link, observed 2026-07-14T18:05:20.910046Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bc7baa37-1363-4a44-b7cb-85596a12fa35 · outbound

This paper cites understanding.

Can AI Reason Like an Urban Planner? Benchmarking Large Language Models Against Professional Judgment understanding

Reference 3

Resolution: unresolved; no resolver link, observed 2026-07-14T18:05:20.910046Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 71a911a1-0518-4cf3-8389-b9fe92ac1736 · outbound

This paper cites simple” institutional knowledge than with its “complex.

Can AI Reason Like an Urban Planner? Benchmarking Large Language Models Against Professional Judgment simple” institutional knowledge than with its “complex

Reference 4

Resolution: unresolved; no resolver link, observed 2026-07-14T18:05:20.910046Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8cc5b629-9469-4d3b-943e-b9595ed833fc · outbound

This paper cites Using Large Language Models to Simulate Multiple Humans and Replicate Human Subject Studies.

Can AI Reason Like an Urban Planner? Benchmarking Large Language Models Against Professional Judgment Using Large Language Models to Simulate Multiple Humans and Replicate Human Subject Studies

Reference 5

Resolution: unresolved; no resolver link, observed 2026-07-14T18:05:20.910046Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

No inbound Pith citation observations are available.