Paper Citation Record · LEDGER

DSBC : Data Science task Benchmarking with Context engineering

As of 23 August 2026, this Paper Citation Record lists 49 of 49 outbound references and 0 inbound Pith citation observations for arXiv:2507.23336.

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

pith.paper-citation-record.v1
2507.23336 v2

Coverage vector

measured 49 of 49 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-06T10:53:23.561088Z

measured 49 of 49 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-23T06:30:58.430688+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

49 of 49 outbound references displayed

verified exact0
verified fuzzy0
unresolved49
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation cd83a712-e9f8-4b11-a312-e7f4706809ee · outbound

This paper cites an unresolved cited work.

DSBC : Data Science task Benchmarking with Context engineering Unresolved cited work

Reference 1

Resolution: unresolved; raw_fallback, observed 2026-08-06T10:53:24.019696Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation d614401e-c251-4b96-a057-698da2e94761 · outbound

This paper cites Program Synthesis with Large Language Models.

DSBC : Data Science task Benchmarking with Context engineering Program Synthesis with Large Language Models

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-06T10:53:23.424291Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bd4297a8-ebb9-43c4-9133-43087f543d67 · outbound

This paper cites an unresolved cited work.

DSBC : Data Science task Benchmarking with Context engineering Unresolved cited work

Reference 3

Resolution: unresolved; raw_fallback, observed 2026-08-06T10:53:24.011428Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 9eed43b0-7eae-45af-ac86-6314e409febf · outbound

This paper cites an unresolved cited work.

DSBC : Data Science task Benchmarking with Context engineering Unresolved cited work

Reference 4

Resolution: unresolved; raw_fallback, observed 2026-08-06T10:53:24.002700Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 1db2b86c-3861-4693-869b-9609f15c2469 · outbound

This paper cites Entropy Guided Spectrum Based Bug Localization Using Statistical Language Model.

DSBC : Data Science task Benchmarking with Context engineering Entropy Guided Spectrum Based Bug Localization Using Statistical Language Model

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-06T10:53:23.436725Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9e6d2053-b53e-4c5d-9b71-93032871628a · outbound

This paper cites an unresolved cited work.

DSBC : Data Science task Benchmarking with Context engineering Unresolved cited work

Reference 6

Resolution: unresolved; raw_fallback, observed 2026-08-06T10:53:23.992145Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 64093624-a172-4efa-b4f4-110eca906fe3 · outbound

This paper cites Evaluating Large Language Models Trained on Code.

DSBC : Data Science task Benchmarking with Context engineering Evaluating Large Language Models Trained on Code

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-06T10:53:23.444602Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e1f15820-47e9-4dca-88e5-9300f43bb45e · outbound

This paper cites an unresolved cited work.

DSBC : Data Science task Benchmarking with Context engineering Unresolved cited work

Reference 8

Resolution: unresolved; raw_fallback, observed 2026-08-06T10:53:23.983919Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 752e7f03-7866-4003-ad78-086e4b4c4796 · outbound

This paper cites an unresolved cited work.

DSBC : Data Science task Benchmarking with Context engineering Unresolved cited work

Reference 9

Resolution: unresolved; raw_fallback, observed 2026-08-06T10:53:23.973250Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation d3a50fd2-a53c-4be5-b07b-3a6bcdddf98e · outbound

This paper cites an unresolved cited work.

DSBC : Data Science task Benchmarking with Context engineering Unresolved cited work

Reference 10

Resolution: unresolved; raw_fallback, observed 2026-08-06T10:53:23.963739Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation fb3c064e-2200-47d6-b291-ba24dc973c63 · outbound

This paper cites DABstep: Data Agent Benchmark for Multi-step Reasoning.

DSBC : Data Science task Benchmarking with Context engineering DABstep: Data Agent Benchmark for Multi-step Reasoning

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-06T10:53:23.455387Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b5395197-2885-4245-b2e9-cfd1215718cd · outbound

This paper cites Towards Generating Functionally Correct Code Edits from Natural Language Issue Descriptions.

DSBC : Data Science task Benchmarking with Context engineering Towards Generating Functionally Correct Code Edits from Natural Language Issue Descriptions

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-06T10:53:23.458356Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4b9b5811-0d20-4c33-a51e-e38d896873ed · outbound

This paper cites an unresolved cited work.

DSBC : Data Science task Benchmarking with Context engineering Unresolved cited work

Reference 13

Resolution: unresolved; raw_fallback, observed 2026-08-06T10:53:23.953512Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 8947cc7c-9ad7-4aec-839b-7779a581ba8e · outbound

This paper cites an unresolved cited work.

DSBC : Data Science task Benchmarking with Context engineering Unresolved cited work

Reference 14

Resolution: unresolved; raw_fallback, observed 2026-08-06T10:53:23.942880Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation e0e82e08-1239-46b7-b73a-dfa01cb5daba · outbound

This paper cites an unresolved cited work.

DSBC : Data Science task Benchmarking with Context engineering Unresolved cited work

Reference 15

Resolution: unresolved; raw_fallback, observed 2026-08-06T10:53:23.932583Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 93749424-3668-4c32-806e-e8652c4c95e2 · outbound

This paper cites an unresolved cited work.

DSBC : Data Science task Benchmarking with Context engineering Unresolved cited work

Reference 16

Resolution: unresolved; raw_fallback, observed 2026-08-06T10:53:23.923596Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 6ccf6dd8-3213-4051-b8e9-64a2cd87c2a2 · outbound

This paper cites an unresolved cited work.

DSBC : Data Science task Benchmarking with Context engineering Unresolved cited work

Reference 17

Resolution: unresolved; raw_fallback, observed 2026-08-06T10:53:23.913631Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 6d8aebc1-be64-494f-927a-6dc98b7fbe70 · outbound

This paper cites an unresolved cited work.

DSBC : Data Science task Benchmarking with Context engineering Unresolved cited work

Reference 18

Resolution: unresolved; raw_fallback, observed 2026-08-06T10:53:23.904569Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 12602b79-319b-42b7-b266-c2d02bc1ca9d · outbound

This paper cites SWE-bench: Can Language Models Resolve Real-World GitHub Issues?.

DSBC : Data Science task Benchmarking with Context engineering SWE-bench: Can Language Models Resolve Real-World GitHub Issues?

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-06T10:53:23.478631Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2a8e1182-9d30-4e12-949b-ba218851c97e · outbound

This paper cites an unresolved cited work.

DSBC : Data Science task Benchmarking with Context engineering Unresolved cited work

Reference 20

Resolution: unresolved; raw_fallback, observed 2026-08-06T10:53:23.893210Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation d3f881d2-6b23-4ba2-818e-d93bd6564e4f · outbound

This paper cites an unresolved cited work.

DSBC : Data Science task Benchmarking with Context engineering Unresolved cited work

Reference 21

Resolution: unresolved; raw_fallback, observed 2026-08-06T10:53:23.883653Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation f5bb2a4d-0135-4e5b-8c3e-d9bef90dd631 · outbound

This paper cites an unresolved cited work.

DSBC : Data Science task Benchmarking with Context engineering Unresolved cited work

Reference 22

Resolution: unresolved; raw_fallback, observed 2026-08-06T10:53:23.873692Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation c04804c5-43b4-4861-98d1-fd0b3c63aa0d · outbound

This paper cites an unresolved cited work.

DSBC : Data Science task Benchmarking with Context engineering Unresolved cited work

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-06T10:53:23.490036Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ee2fe93f-ea84-4dc7-bf64-6dd78ebc6d31 · outbound

This paper cites an unresolved cited work.

DSBC : Data Science task Benchmarking with Context engineering Unresolved cited work

Reference 24

Resolution: unresolved; raw_fallback, observed 2026-08-06T10:53:23.859634Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 7d35a30f-b595-415a-b052-b3d70b2ed9d6 · outbound

This paper cites an unresolved cited work.

DSBC : Data Science task Benchmarking with Context engineering Unresolved cited work

Reference 25

Resolution: unresolved; raw_fallback, observed 2026-08-06T10:53:23.851545Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation ec4d9875-77dc-4de2-a104-941ee72796be · outbound

This paper cites A Survey of Context Engineering for Large Language Models.

DSBC : Data Science task Benchmarking with Context engineering A Survey of Context Engineering for Large Language Models

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-06T10:53:23.497928Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a81d0214-3b51-46b8-b78b-f29dfe5c7786 · outbound

This paper cites an unresolved cited work.

DSBC : Data Science task Benchmarking with Context engineering Unresolved cited work

Reference 27

Resolution: unresolved; raw_fallback, observed 2026-08-06T10:53:23.843262Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 57ba38cc-f0a1-4cbd-ac89-cf0936d54ce7 · outbound

This paper cites an unresolved cited work.

DSBC : Data Science task Benchmarking with Context engineering Unresolved cited work

Reference 28

Resolution: unresolved; raw_fallback, observed 2026-08-06T10:53:23.835271Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 9524f8d4-60a0-4f72-82fc-f9fc2a936f1f · outbound

This paper cites an unresolved cited work.

DSBC : Data Science task Benchmarking with Context engineering Unresolved cited work

Reference 29

Resolution: unresolved; raw_fallback, observed 2026-08-06T10:53:23.826059Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 7854b036-ef90-4b1c-8e07-6c931c48d3fe · outbound

This paper cites an unresolved cited work.

DSBC : Data Science task Benchmarking with Context engineering Unresolved cited work

Reference 30

Resolution: unresolved; raw_fallback, observed 2026-08-06T10:53:23.816168Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation dbcac15a-73ea-4f06-bfe1-f4f59d77f72f · outbound

This paper cites an unresolved cited work.

DSBC : Data Science task Benchmarking with Context engineering Unresolved cited work

Reference 31

Resolution: unresolved; raw_fallback, observed 2026-08-06T10:53:23.806701Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 243b06e0-e101-4312-9b56-1372dd376c26 · outbound

This paper cites an unresolved cited work.

DSBC : Data Science task Benchmarking with Context engineering Unresolved cited work

Reference 32

Resolution: unresolved; raw_fallback, observed 2026-08-06T10:53:23.795786Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 854b7d67-8dad-4bef-91c4-c3843f481ac4 · outbound

This paper cites an unresolved cited work.

DSBC : Data Science task Benchmarking with Context engineering Unresolved cited work

Reference 33

Resolution: unresolved; raw_fallback, observed 2026-08-06T10:53:23.786254Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 870a12c8-58c5-405d-954d-b13d5d5f0fd4 · outbound

This paper cites an unresolved cited work.

DSBC : Data Science task Benchmarking with Context engineering Unresolved cited work

Reference 34

Resolution: unresolved; raw_fallback, observed 2026-08-06T10:53:23.776578Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation abb6dca0-4605-4d1b-b667-af36553ea18c · outbound

This paper cites Gemini 2.5: Pushing the Frontier with Advanced Reasoning, Multimodality, Long Context, and Next Generation Agentic Capabilities.

DSBC : Data Science task Benchmarking with Context engineering Gemini 2.5: Pushing the Frontier with Advanced Reasoning, Multimodality, Long Context, and Next Generation Agentic Capabilities

Reference 35

Resolution: unresolved; no resolver link, observed 2026-08-06T10:53:23.522183Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5d3caf21-3187-488a-98ad-183b2051d150 · outbound

This paper cites an unresolved cited work.

DSBC : Data Science task Benchmarking with Context engineering Unresolved cited work

Reference 36

Resolution: unresolved; raw_fallback, observed 2026-08-06T10:53:23.767264Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 12153632-141a-47ae-8d3e-5de6f5b369d6 · outbound

This paper cites an unresolved cited work.

DSBC : Data Science task Benchmarking with Context engineering Unresolved cited work

Reference 37

Resolution: unresolved; raw_fallback, observed 2026-08-06T10:53:23.758820Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation e8ac0bf5-843b-4af0-8f38-f397063e45d7 · outbound

This paper cites an unresolved cited work.

DSBC : Data Science task Benchmarking with Context engineering Unresolved cited work

Reference 38

Resolution: unresolved; raw_fallback, observed 2026-08-06T10:53:23.749799Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 2aed9870-4fec-47cc-a97e-460b099f913f · outbound

This paper cites an unresolved cited work.

DSBC : Data Science task Benchmarking with Context engineering Unresolved cited work

Reference 39

Resolution: unresolved; raw_fallback, observed 2026-08-06T10:53:23.740799Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 4d890670-a957-4b21-a321-eeb5f146f204 · outbound

This paper cites an unresolved cited work.

DSBC : Data Science task Benchmarking with Context engineering Unresolved cited work

Reference 40

Resolution: unresolved; raw_fallback, observed 2026-08-06T10:53:23.732012Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 88d64463-960e-4d30-b2b5-15c2df1538aa · outbound

This paper cites an unresolved cited work.

DSBC : Data Science task Benchmarking with Context engineering Unresolved cited work

Reference 41

Resolution: unresolved; no resolver link, observed 2026-08-06T10:53:23.538906Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation cb015809-d23d-43ea-bf13-cc5d8d538c05 · outbound

This paper cites an unresolved cited work.

DSBC : Data Science task Benchmarking with Context engineering Unresolved cited work

Reference 42

Resolution: unresolved; raw_fallback, observed 2026-08-06T10:53:23.716076Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 03df39ad-ed47-44a3-8b98-42f2ff53deda · outbound

This paper cites an unresolved cited work.

DSBC : Data Science task Benchmarking with Context engineering Unresolved cited work

Reference 43

Resolution: unresolved; no resolver link, observed 2026-08-06T10:53:23.544021Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 04ec8324-39e7-4554-b6cf-81b2d5510894 · outbound

This paper cites an unresolved cited work.

DSBC : Data Science task Benchmarking with Context engineering Unresolved cited work

Reference 44

Resolution: unresolved; raw_fallback, observed 2026-08-06T10:53:23.706953Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 37210ce4-0e5c-4f33-a8c0-b026ba2f5a51 · outbound

This paper cites an unresolved cited work.

DSBC : Data Science task Benchmarking with Context engineering Unresolved cited work

Reference 45

Resolution: unresolved; raw_fallback, observed 2026-08-06T10:53:23.696903Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 9bf63e80-2d79-49ad-8bd9-5dd89a1e8cd3 · outbound

This paper cites an unresolved cited work.

DSBC : Data Science task Benchmarking with Context engineering Unresolved cited work

Reference 46

Resolution: unresolved; raw_fallback, observed 2026-08-06T10:53:23.686615Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 9bdb122d-e7a6-4544-b869-10d8f7ff20a1 · outbound

This paper cites an unresolved cited work.

DSBC : Data Science task Benchmarking with Context engineering Unresolved cited work

Reference 47

Resolution: unresolved; raw_fallback, observed 2026-08-06T10:53:23.676136Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 8335c1fe-50c3-4c20-84bf-a19ef34adc39 · outbound

This paper cites URL: " 'urlintro :=.

DSBC : Data Science task Benchmarking with Context engineering URL: " 'urlintro :=

Reference 48

Resolution: unresolved; no resolver link, observed 2026-08-06T10:53:23.558207Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b69a4744-a1ac-4986-a7b0-3507293b0bf8 · outbound

This paper cites write newline.

DSBC : Data Science task Benchmarking with Context engineering write newline

Reference 49

Resolution: unresolved; no resolver link, observed 2026-08-06T10:53:23.561088Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

No inbound Pith citation observations are available.