Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-07T11:31:00.837511Z
Paper Citation Record · LEDGER
PandasBench: A Benchmark for the Pandas API
As of 22 August 2026, this Paper Citation Record lists 47 of 47 outbound references and 1 inbound Pith citation observation for arXiv:2506.02345.
A citation records a reference. It does not transfer a finding from one paper to another.
Coverage vector
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-22T06:32:14.747728+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links, observed 2026-05-17T23:12:09.506936Z
A source-named dated measurement, never combined with another source.
Source: arxiv_reference, observed 2026-05-17T23:12:11.841289Z
Reference resolution
47 of 47 outbound references displayed
- verified exact1
- verified fuzzy3
- unresolved36
- parse uncertain0
- malformed identifier4
- metadata mismatch3
External citation measurements
No source-named external measurement is stored.
Outbound references
Observation d457587c-972d-473d-821d-85c908642611 · outbound
This paper cites Ashfaque.
Reference 1
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T11:31:02.333379Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation 20be90c0-5e5c-450f-a93c-f3b0efe86142 · outbound
This paper cites an unresolved cited work.
PandasBench: A Benchmark for the Pandas API Unresolved cited work
Reference 2
- Resolution
- unresolved
- raw_fallback, observed 2026-08-07T11:31:02.317700Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation a6cee696-3ce8-46e9-82a5-311972a9fe41 · outbound
This paper cites an unresolved cited work.
PandasBench: A Benchmark for the Pandas API Unresolved cited work
Reference 3
- Resolution
- malformed identifier
- doi_truncated, observed 2026-08-07T11:31:00.922496Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation ff8cb4b3-48fe-4b3e-aec7-9cf97e5a9e31 · outbound
This paper cites an unresolved cited work.
PandasBench: A Benchmark for the Pandas API Unresolved cited work
Reference 4
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T11:31:00.041409Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 5d413803-5682-4131-b827-d33443635036 · outbound
This paper cites an unresolved cited work.
PandasBench: A Benchmark for the Pandas API Unresolved cited work
Reference 5
- Resolution
- unresolved
- raw_fallback, observed 2026-08-07T11:31:02.301691Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation 056ca6c7-3382-4803-a630-cf61e30a2e90 · outbound
This paper cites an unresolved cited work.
PandasBench: A Benchmark for the Pandas API Unresolved cited work
Reference 6
- Resolution
- unresolved
- raw_fallback, observed 2026-08-07T11:31:02.287434Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation f2486faa-97ef-4972-bed9-fcf73a29a2ea · outbound
This paper cites an unresolved cited work.
PandasBench: A Benchmark for the Pandas API Unresolved cited work
Reference 7
- Resolution
- unresolved
- raw_fallback, observed 2026-08-07T11:31:02.271804Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation 335aa0e8-7c9a-4f78-91a6-2e4207e2b116 · outbound
This paper cites an unresolved cited work.
PandasBench: A Benchmark for the Pandas API Unresolved cited work
Reference 8
- Resolution
- unresolved
- raw_fallback, observed 2026-08-07T11:31:02.256745Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation 0825a5c2-2935-409d-ba30-348a3e3c4252 · outbound
This paper cites an unresolved cited work.
PandasBench: A Benchmark for the Pandas API Unresolved cited work
Reference 9
- Resolution
- unresolved
- raw_fallback, observed 2026-08-07T11:31:02.240534Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation 561fac1c-41d0-4e65-9544-0b9c737909d7 · outbound
This paper cites an unresolved cited work.
PandasBench: A Benchmark for the Pandas API Unresolved cited work
Reference 10
- Resolution
- unresolved
- raw_fallback, observed 2026-08-07T11:31:02.225428Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation a10a57b9-551d-4df1-b457-37e7f1f01de9 · outbound
This paper cites an unresolved cited work.
PandasBench: A Benchmark for the Pandas API Unresolved cited work
Reference 11
- Resolution
- unresolved
- raw_fallback, observed 2026-08-07T11:31:02.209253Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation e2a59c7b-f0b6-4267-90d4-985d11a42a4a · outbound
This paper cites an unresolved cited work.
PandasBench: A Benchmark for the Pandas API Unresolved cited work
Reference 12
- Resolution
- unresolved
- raw_fallback, observed 2026-08-07T11:31:02.193227Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation 29f81b5b-92cd-4b3d-82d3-47f01b0f6921 · outbound
This paper cites an unresolved cited work.
PandasBench: A Benchmark for the Pandas API Unresolved cited work
Reference 13
- Resolution
- unresolved
- raw_fallback, observed 2026-08-07T11:31:02.177009Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation 6b48433f-41a6-4f11-b5b1-0545f0f61dbc · outbound
This paper cites an unresolved cited work.
PandasBench: A Benchmark for the Pandas API Unresolved cited work
Reference 14
- Resolution
- unresolved
- raw_fallback, observed 2026-08-07T11:31:02.160704Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation 3189d7d0-cf0b-4548-8172-14f183055f58 · outbound
This paper cites an unresolved cited work.
PandasBench: A Benchmark for the Pandas API Unresolved cited work
Reference 15
- Resolution
- metadata mismatch
- raw_fallback, observed 2026-08-07T11:31:01.820589Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation b154e7fa-aa88-4a0c-ae60-5d4707ff97f0 · outbound
This paper cites an unresolved cited work.
PandasBench: A Benchmark for the Pandas API Unresolved cited work
Reference 16
- Resolution
- unresolved
- raw_fallback, observed 2026-08-07T11:31:02.144519Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation f00e4b9c-bf9a-439a-b8b0-d0bf3067d36e · outbound
This paper cites an unresolved cited work.
PandasBench: A Benchmark for the Pandas API Unresolved cited work
Reference 17
- Resolution
- unresolved
- raw_fallback, observed 2026-08-07T11:31:02.128495Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation ca9aca39-e23a-4401-818f-70597983cef5 · outbound
This paper cites an unresolved cited work.
PandasBench: A Benchmark for the Pandas API Unresolved cited work
Reference 18
- Resolution
- unresolved
- raw_fallback, observed 2026-08-07T11:31:02.113590Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation 2286b35e-b737-4806-a56b-70479d764d59 · outbound
This paper cites an unresolved cited work.
PandasBench: A Benchmark for the Pandas API Unresolved cited work
Reference 19
- Resolution
- unresolved
- raw_fallback, observed 2026-08-07T11:31:02.098386Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation b6966751-0f15-497a-a838-50e15b06ca40 · outbound
This paper cites an unresolved cited work.
PandasBench: A Benchmark for the Pandas API Unresolved cited work
Reference 20
- Resolution
- unresolved
- raw_fallback, observed 2026-08-07T11:31:02.084151Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation 171fd093-c139-4eab-8c1c-090226269c3f · outbound
This paper cites an unresolved cited work.
PandasBench: A Benchmark for the Pandas API Unresolved cited work
Reference 21
- Resolution
- malformed identifier
- no resolver link, observed 2026-08-07T11:31:00.704782Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 739401e5-492c-43b2-bc48-160b97afbebf · outbound
This paper cites Jordan, and Ion Stoica.
PandasBench: A Benchmark for the Pandas API Jordan, and Ion Stoica
Reference 22
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T11:31:00.708775Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 9e9790b9-0069-42b7-b330-d4971bf66d67 · outbound
This paper cites an unresolved cited work.
PandasBench: A Benchmark for the Pandas API Unresolved cited work
Reference 23
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T11:31:00.713040Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 09729226-e1a3-46c8-b28d-ae1818d276d7 · outbound
This paper cites an unresolved cited work.
PandasBench: A Benchmark for the Pandas API Unresolved cited work
Reference 24
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T11:31:00.717331Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 12d7023a-9765-4566-af20-7fef79985284 · outbound
This paper cites an unresolved cited work.
PandasBench: A Benchmark for the Pandas API Unresolved cited work
Reference 25
- Resolution
- unresolved
- raw_fallback, observed 2026-08-07T11:31:02.058490Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation d6c2c07b-e73f-4cab-9e13-b87003bde3ec · outbound
This paper cites an unresolved cited work.
PandasBench: A Benchmark for the Pandas API Unresolved cited work
Reference 26
- Resolution
- unresolved
- raw_fallback, observed 2026-08-07T11:31:02.044298Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation 32e470f7-8bd8-45c1-8e44-7276d0eb14dd · outbound
This paper cites Gonzalez, Joseph M.
PandasBench: A Benchmark for the Pandas API Gonzalez, Joseph M
Reference 27
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T11:31:00.729639Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 88269705-930b-4858-8012-fb2901afe256 · outbound
This paper cites Gonzalez, Anthony D.
PandasBench: A Benchmark for the Pandas API Gonzalez, Anthony D
Reference 28
- Resolution
- malformed identifier
- no resolver link, observed 2026-08-07T11:31:00.734558Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 0aefdddb-c01a-48bb-a8c6-dff6c19c4bd1 · outbound
This paper cites an unresolved cited work.
PandasBench: A Benchmark for the Pandas API Unresolved cited work
Reference 29
- Resolution
- unresolved
- raw_fallback, observed 2026-08-07T11:31:02.029668Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation cc2c80e2-41ac-401c-abab-e20a8e493b7a · outbound
This paper cites an unresolved cited work.
PandasBench: A Benchmark for the Pandas API Unresolved cited work
Reference 30
- Resolution
- metadata mismatch
- raw_fallback, observed 2026-08-07T11:31:01.416669Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation 35767128-5e5f-49ac-b96d-f2853b052030 · outbound
This paper cites an unresolved cited work.
PandasBench: A Benchmark for the Pandas API Unresolved cited work
Reference 32
- Resolution
- malformed identifier
- no resolver link, observed 2026-08-07T11:31:00.751317Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 4ef93f89-770a-4e95-a283-172b30dd84ec · outbound
This paper cites an unresolved cited work.
PandasBench: A Benchmark for the Pandas API Unresolved cited work
Reference 33
- Resolution
- unresolved
- raw_fallback, observed 2026-08-07T11:31:02.015559Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation 06333ef5-9ec8-435e-b57b-ccbc69c65a6b · outbound
This paper cites an unresolved cited work.
PandasBench: A Benchmark for the Pandas API Unresolved cited work
Reference 35
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T11:31:00.764161Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 5a86beaf-d412-466a-a3f7-679a1cc01be1 · outbound
This paper cites an unresolved cited work.
PandasBench: A Benchmark for the Pandas API Unresolved cited work
Reference 36
- Resolution
- unresolved
- raw_fallback, observed 2026-08-07T11:31:02.000114Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation ebe08be1-6c7b-4be2-b70c-a14453c2fb22 · outbound
This paper cites an unresolved cited work.
PandasBench: A Benchmark for the Pandas API Unresolved cited work
Reference 37
- Resolution
- unresolved
- raw_fallback, observed 2026-08-07T11:31:01.969889Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation 4e4ada4c-645f-4862-b839-be3124849535 · outbound
This paper cites an unresolved cited work.
PandasBench: A Benchmark for the Pandas API Unresolved cited work
Reference 38
- Resolution
- unresolved
- raw_fallback, observed 2026-08-07T11:31:01.952569Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation 0bab5b27-81af-4435-b607-9e789f5a325c · outbound
This paper cites Sudarshan.
Reference 39
- Resolution
- metadata mismatch
- raw_fallback, observed 2026-08-07T11:31:01.146768Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation bd330c87-df07-4f54-af18-5f18828c0184 · outbound
This paper cites an unresolved cited work.
PandasBench: A Benchmark for the Pandas API Unresolved cited work
Reference 40
- Resolution
- unresolved
- raw_fallback, observed 2026-08-07T11:31:01.936478Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation d6fc507e-1444-4db0-9064-8b85d80025f4 · outbound
This paper cites 2022.TPC Benchmark TM H Stan- dard Specification(3.0.1 ed.).
PandasBench: A Benchmark for the Pandas API 2022.TPC Benchmark TM H Stan- dard Specification(3.0.1 ed.)
Reference 41
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T11:31:01.920463Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation df34b19b-b13a-4669-a5a4-0bbf37d5695d · outbound
This paper cites an unresolved cited work.
PandasBench: A Benchmark for the Pandas API Unresolved cited work
Reference 42
- Resolution
- unresolved
- raw_fallback, observed 2026-08-07T11:31:01.903235Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation 2bdebe3c-6f66-4da8-a9c5-e486225256c2 · outbound
This paper cites an unresolved cited work.
PandasBench: A Benchmark for the Pandas API Unresolved cited work
Reference 43
- Resolution
- unresolved
- raw_fallback, observed 2026-08-07T11:31:01.887048Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation f34e5be6-754d-45b3-8bc5-949235c6bb34 · outbound
This paper cites Waller and Stanley E.
PandasBench: A Benchmark for the Pandas API Waller and Stanley E
Reference 44
- Resolution
- verified exact
- doi, observed 2026-08-07T11:31:00.881134Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation 7bef1f88-810c-4ebc-8289-6bff9e4a3270 · outbound
This paper cites an unresolved cited work.
PandasBench: A Benchmark for the Pandas API Unresolved cited work
Reference 45
- Resolution
- unresolved
- raw_fallback, observed 2026-08-07T11:31:01.871325Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation 41fcae5b-eab2-4245-a2cb-b111e3a56029 · outbound
This paper cites Franklin, Scott Shenker, and Ion Stoica.
PandasBench: A Benchmark for the Pandas API Franklin, Scott Shenker, and Ion Stoica
Reference 46
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T11:31:01.854309Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation 3e94d6b5-50a1-47c6-be65-7f7c161e8afe · outbound
This paper cites an unresolved cited work.
PandasBench: A Benchmark for the Pandas API Unresolved cited work
Reference 47
- Resolution
- unresolved
- raw_fallback, observed 2026-08-07T11:31:01.838378Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation 4acb4d2a-4cc1-4975-b6a5-c47afd69a9ad · outbound
This paper cites those methods that perform relational operations or operations that are commonly supported by popular database systems,.
PandasBench: A Benchmark for the Pandas API those methods that perform relational operations or operations that are commonly supported by popular database systems,
Reference 2021
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T11:31:00.837511Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 4ff8e6cb-9e8f-4109-a448-eef8ce23ac71 · outbound
This paper cites an unresolved cited work.
PandasBench: A Benchmark for the Pandas API Unresolved cited work
Reference 2022
- Resolution
- unresolved
- raw_fallback, observed 2026-08-07T11:31:01.985438Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Pith citing papers
Observation c7f725c3-34fc-4a49-a5a0-73f0f5f96979 · inbound
Energy Consumption of Dataframe Libraries for End-to-End Deep Learning Pipelines:A Comparative Analysis cites this paper.
Energy Consumption of Dataframe Libraries for End-to-End Deep Learning Pipelines:A Comparative Analysis PandasBench: A Benchmark for the Pandas API
Reference 3
- Resolution
- verified exact
- arxiv_id, observed 2026-05-17T23:12:11.843612Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.