Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-08T13:45:49.738946Z
Paper Citation Record · LEDGER
Interactive Data Harmonization with LLM Agents: Opportunities and Challenges
As of 9 August 2026, this Paper Citation Record lists 82 of 82 outbound references and 2 inbound Pith citation observations for arXiv:2502.07132.
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 2026-08-08T06:32:00.761636+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links, observed 2026-08-07T14:05:39.856235Z
A source-named dated measurement, never combined with another source.
Source: arxiv_reference, observed 2026-05-12T08:31:25.488977Z
Reference resolution
82 of 82 outbound references displayed
- verified exact6
- verified fuzzy11
- unresolved61
- parse uncertain0
- malformed identifier4
- metadata mismatch0
External citation measurements
No source-named external measurement is stored.
Outbound references
Observation 00633bac-3151-4611-ad00-d0efd938ebc8 · outbound
This paper cites an unresolved cited work.
Interactive Data Harmonization with LLM Agents: Opportunities and Challenges Unresolved cited work
Reference 1
- Resolution
- unresolved
- no resolver link, observed 2026-08-08T13:45:49.366155Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 452f9133-9120-429a-b494-8e7ca4b6227a · outbound
This paper cites Archytas: A Tools Interface for AI Agents.
Interactive Data Harmonization with LLM Agents: Opportunities and Challenges Archytas: A Tools Interface for AI Agents
Reference 2
- Resolution
- unresolved
- no resolver link, observed 2026-08-08T13:45:49.375841Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 3f7e43a0-1a48-4e03-9d47-ded2634b5464 · outbound
This paper cites Prompt Stability Scoring for Text Annotation with Large Language Models.
Interactive Data Harmonization with LLM Agents: Opportunities and Challenges Prompt Stability Scoring for Text Annotation with Large Language Models
Reference 3
- Resolution
- unresolved
- no resolver link, observed 2026-08-08T13:45:49.380281Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation fe8711fe-8a6e-44eb-9468-a2d692868973 · outbound
This paper cites The bdi-kit data harmonization library.
Interactive Data Harmonization with LLM Agents: Opportunities and Challenges The bdi-kit data harmonization library
Reference 4
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-08T13:45:51.984546Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 30f65645-f64d-44d7-9b40-26511860a537 · outbound
This paper cites Beaker-Kernel: Contextually-aware notebooks with built-in AI assistant.
Interactive Data Harmonization with LLM Agents: Opportunities and Challenges Beaker-Kernel: Contextually-aware notebooks with built-in AI assistant
Reference 5
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-08T13:45:51.971931Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation e7b0a812-a571-4a85-b0d4-49f0400a6978 · outbound
This paper cites an unresolved cited work.
Interactive Data Harmonization with LLM Agents: Opportunities and Challenges Unresolved cited work
Reference 6
- Resolution
- unresolved
- raw_fallback, observed 2026-08-08T13:45:51.958750Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation c5a0d79b-5a07-4317-a7d8-00aa3b420168 · outbound
This paper cites an unresolved cited work.
Interactive Data Harmonization with LLM Agents: Opportunities and Challenges Unresolved cited work
Reference 7
- Resolution
- unresolved
- raw_fallback, observed 2026-08-08T13:45:51.945570Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 04c01a73-8fd6-46b3-954c-7e7c3f466600 · outbound
This paper cites MLE-bench: Evaluating Machine Learning Agents on Machine Learning Engineering.
Interactive Data Harmonization with LLM Agents: Opportunities and Challenges MLE-bench: Evaluating Machine Learning Agents on Machine Learning Engineering
Reference 8
- Resolution
- unresolved
- no resolver link, observed 2026-08-08T13:45:49.403391Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 20ed2a6e-ab92-4a31-b056-10500b077d17 · outbound
This paper cites an unresolved cited work.
Interactive Data Harmonization with LLM Agents: Opportunities and Challenges Unresolved cited work
Reference 9
- Resolution
- verified exact
- arxiv_id_nonexistent, observed 2026-08-08T13:45:51.108022Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 33fed0ba-801a-41d0-93a7-bc8d40f91bd5 · outbound
This paper cites an unresolved cited work.
Interactive Data Harmonization with LLM Agents: Opportunities and Challenges Unresolved cited work
Reference 10
- Resolution
- malformed identifier
- raw_fallback, observed 2026-08-08T13:45:51.932410Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 609a07fe-6fa1-4b67-8167-391105339a3f · outbound
This paper cites SheetAgent: Towards A Generalist Agent for Spreadsheet Reasoning and Manipulation via Large Language Models.
Interactive Data Harmonization with LLM Agents: Opportunities and Challenges SheetAgent: Towards A Generalist Agent for Spreadsheet Reasoning and Manipulation via Large Language Models
Reference 11
- Resolution
- unresolved
- no resolver link, observed 2026-08-08T13:45:49.418681Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 655a22f3-d4e4-4a38-bfe7-f3c1a61e0360 · outbound
This paper cites an unresolved cited work.
Interactive Data Harmonization with LLM Agents: Opportunities and Challenges Unresolved cited work
Reference 12
- Resolution
- unresolved
- raw_fallback, observed 2026-08-08T13:45:51.919383Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation a808ed18-710b-43ca-81ba-7bb8956df6a2 · outbound
This paper cites an unresolved cited work.
Interactive Data Harmonization with LLM Agents: Opportunities and Challenges Unresolved cited work
Reference 13
- Resolution
- unresolved
- raw_fallback, observed 2026-08-08T13:45:51.905800Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 1144c589-9796-47dc-86a3-abe6abfe1f06 · outbound
This paper cites an unresolved cited work.
Interactive Data Harmonization with LLM Agents: Opportunities and Challenges Unresolved cited work
Reference 14
- Resolution
- unresolved
- raw_fallback, observed 2026-08-08T13:45:51.891791Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 9d059904-3232-4622-b2ec-470b09957fb9 · outbound
This paper cites an unresolved cited work.
Interactive Data Harmonization with LLM Agents: Opportunities and Challenges Unresolved cited work
Reference 15
- Resolution
- malformed identifier
- raw_fallback, observed 2026-08-08T13:45:51.876420Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 65cfc823-949c-41b3-a479-44a307b210e6 · outbound
This paper cites an unresolved cited work.
Interactive Data Harmonization with LLM Agents: Opportunities and Challenges Unresolved cited work
Reference 16
- Resolution
- malformed identifier
- raw_fallback, observed 2026-08-08T13:45:51.862579Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation d772c3f2-44de-426d-b2db-5b7100886bcc · outbound
This paper cites an unresolved cited work.
Interactive Data Harmonization with LLM Agents: Opportunities and Challenges Unresolved cited work
Reference 17
- Resolution
- unresolved
- raw_fallback, observed 2026-08-08T13:45:51.848919Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 9d66eae5-6796-4d95-a103-17cb3b34858d · outbound
This paper cites an unresolved cited work.
Interactive Data Harmonization with LLM Agents: Opportunities and Challenges Unresolved cited work
Reference 18
- Resolution
- unresolved
- raw_fallback, observed 2026-08-08T13:45:51.834792Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 8e8d16ec-abea-4189-bbd9-90ef3b80f302 · outbound
This paper cites an unresolved cited work.
Interactive Data Harmonization with LLM Agents: Opportunities and Challenges Unresolved cited work
Reference 19
- Resolution
- unresolved
- raw_fallback, observed 2026-08-08T13:45:51.820917Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation b3f26328-1162-42e1-8e84-0f4885304a98 · outbound
This paper cites an unresolved cited work.
Interactive Data Harmonization with LLM Agents: Opportunities and Challenges Unresolved cited work
Reference 20
- Resolution
- unresolved
- no resolver link, observed 2026-08-08T13:45:49.459578Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation a9c1feed-49cc-46c7-bd4a-ec360eafe929 · outbound
This paper cites an unresolved cited work.
Interactive Data Harmonization with LLM Agents: Opportunities and Challenges Unresolved cited work
Reference 22
- Resolution
- unresolved
- raw_fallback, observed 2026-08-08T13:45:51.798086Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 09184b0f-6095-401e-a419-4b56b740e812 · outbound
This paper cites an unresolved cited work.
Interactive Data Harmonization with LLM Agents: Opportunities and Challenges Unresolved cited work
Reference 23
- Resolution
- unresolved
- raw_fallback, observed 2026-08-08T13:45:51.785107Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 2a161b2b-8a08-4d2b-b779-a2356d317ca5 · outbound
This paper cites Harmonia: An Interactive Data Harmonization Agent.
Interactive Data Harmonization with LLM Agents: Opportunities and Challenges Harmonia: An Interactive Data Harmonization Agent
Reference 24
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-08T13:45:51.770474Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 5782b1b7-38e1-4cdb-a0c7-787ce9643d35 · outbound
This paper cites an unresolved cited work.
Interactive Data Harmonization with LLM Agents: Opportunities and Challenges Unresolved cited work
Reference 25
- Resolution
- unresolved
- raw_fallback, observed 2026-08-08T13:45:51.756465Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 38f499e5-9a4f-4508-8781-ce9dc15ef5e2 · outbound
This paper cites an unresolved cited work.
Interactive Data Harmonization with LLM Agents: Opportunities and Challenges Unresolved cited work
Reference 26
- Resolution
- unresolved
- no resolver link, observed 2026-08-08T13:45:49.486854Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation a6fc4a5a-909e-42a6-972a-8d20504bf470 · outbound
This paper cites InfiAgent-DABench: Evaluating Agents on Data Analysis Tasks.
Interactive Data Harmonization with LLM Agents: Opportunities and Challenges InfiAgent-DABench: Evaluating Agents on Data Analysis Tasks
Reference 27
- Resolution
- unresolved
- no resolver link, observed 2026-08-08T13:45:49.491442Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 0f62aed3-1ca7-4e76-b510-f102fd36416d · outbound
This paper cites an unresolved cited work.
Interactive Data Harmonization with LLM Agents: Opportunities and Challenges Unresolved cited work
Reference 28
- Resolution
- unresolved
- raw_fallback, observed 2026-08-08T13:45:51.743077Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 82659951-3239-411f-9445-ec3b434de103 · outbound
This paper cites an unresolved cited work.
Interactive Data Harmonization with LLM Agents: Opportunities and Challenges Unresolved cited work
Reference 29
- Resolution
- unresolved
- raw_fallback, observed 2026-08-08T13:45:51.715411Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation da9874c4-643c-44f2-8363-4661581001cd · outbound
This paper cites an unresolved cited work.
Interactive Data Harmonization with LLM Agents: Opportunities and Challenges Unresolved cited work
Reference 30
- Resolution
- unresolved
- raw_fallback, observed 2026-08-08T13:45:51.702285Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 1494a51b-0c1a-4010-b915-53f98d184640 · outbound
This paper cites an unresolved cited work.
Interactive Data Harmonization with LLM Agents: Opportunities and Challenges Unresolved cited work
Reference 31
- Resolution
- unresolved
- raw_fallback, observed 2026-08-08T13:45:51.688623Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 41f487af-6a7c-4b7f-ae3b-551170c105eb · outbound
This paper cites LLM Maybe LongLM: Self-Extend LLM Context Window Without Tuning.
Interactive Data Harmonization with LLM Agents: Opportunities and Challenges LLM Maybe LongLM: Self-Extend LLM Context Window Without Tuning
Reference 32
- Resolution
- unresolved
- no resolver link, observed 2026-08-08T13:45:49.518641Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 1ba010d0-fb93-4000-bb56-b20ef23a1813 · outbound
This paper cites Project Jupyter.
Interactive Data Harmonization with LLM Agents: Opportunities and Challenges Project Jupyter
Reference 33
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-08T13:45:51.674616Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation b31c78a1-551c-4274-a962-91944a5178c8 · outbound
This paper cites an unresolved cited work.
Interactive Data Harmonization with LLM Agents: Opportunities and Challenges Unresolved cited work
Reference 34
- Resolution
- unresolved
- raw_fallback, observed 2026-08-08T13:45:51.659831Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation a0f5a52f-0da0-429a-87de-3216477f2d8e · outbound
This paper cites Joshi, Hanna Moazam, Heather Miller, Matei Zaharia, and Christopher Potts.
Interactive Data Harmonization with LLM Agents: Opportunities and Challenges Joshi, Hanna Moazam, Heather Miller, Matei Zaharia, and Christopher Potts
Reference 35
- Resolution
- unresolved
- no resolver link, observed 2026-08-08T13:45:49.532849Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 44c233a0-a1fd-49d2-83b9-dc159cd5ac7c · outbound
This paper cites Kolaitis.
Interactive Data Harmonization with LLM Agents: Opportunities and Challenges Kolaitis
Reference 36
- Resolution
- verified exact
- arxiv_id_nonexistent, observed 2026-08-08T13:45:50.672796Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 034680b2-c94c-4511-97ab-369cf3ee451f · outbound
This paper cites an unresolved cited work.
Interactive Data Harmonization with LLM Agents: Opportunities and Challenges Unresolved cited work
Reference 37
- Resolution
- unresolved
- raw_fallback, observed 2026-08-08T13:45:51.608018Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 5859cd4c-13b1-4073-b220-a022292306b6 · outbound
This paper cites an unresolved cited work.
Interactive Data Harmonization with LLM Agents: Opportunities and Challenges Unresolved cited work
Reference 38
- Resolution
- unresolved
- raw_fallback, observed 2026-08-08T13:45:51.588938Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation fec18f92-4f60-4e0d-99c5-0b986cc88ee3 · outbound
This paper cites an unresolved cited work.
Interactive Data Harmonization with LLM Agents: Opportunities and Challenges Unresolved cited work
Reference 39
- Resolution
- unresolved
- raw_fallback, observed 2026-08-08T13:45:51.571698Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 8ad15485-ab29-4e6b-bb78-7acbf98c8fd4 · outbound
This paper cites LangChain.
Interactive Data Harmonization with LLM Agents: Opportunities and Challenges LangChain
Reference 40
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-08T13:45:51.555904Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 1c21e29e-8f35-4abb-bdb6-980c5cbc4e3b · outbound
This paper cites an unresolved cited work.
Interactive Data Harmonization with LLM Agents: Opportunities and Challenges Unresolved cited work
Reference 41
- Resolution
- unresolved
- no resolver link, observed 2026-08-08T13:45:49.563550Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation b7c33ff6-6d9e-4e9d-94a6-214f0f0e024c · outbound
This paper cites an unresolved cited work.
Interactive Data Harmonization with LLM Agents: Opportunities and Challenges Unresolved cited work
Reference 42
- Resolution
- malformed identifier
- arxiv_id_nonexistent, observed 2026-08-08T13:45:50.955639Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 2439c1b9-5e73-44bc-9ddf-111e831fc55b · outbound
This paper cites an unresolved cited work.
Interactive Data Harmonization with LLM Agents: Opportunities and Challenges Unresolved cited work
Reference 43
- Resolution
- unresolved
- raw_fallback, observed 2026-08-08T13:45:51.530283Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 737ff827-ca8b-482b-9526-260c53ad9f92 · outbound
This paper cites an unresolved cited work.
Interactive Data Harmonization with LLM Agents: Opportunities and Challenges Unresolved cited work
Reference 44
- Resolution
- verified exact
- arxiv_id_nonexistent, observed 2026-08-08T13:45:50.500436Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation e56ede30-c879-4964-acc6-f39f04a1dec2 · outbound
This paper cites an unresolved cited work.
Interactive Data Harmonization with LLM Agents: Opportunities and Challenges Unresolved cited work
Reference 45
- Resolution
- unresolved
- raw_fallback, observed 2026-08-08T13:45:51.515855Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 4b659539-874a-44c9-8d62-c707ad3c4d8f · outbound
This paper cites an unresolved cited work.
Interactive Data Harmonization with LLM Agents: Opportunities and Challenges Unresolved cited work
Reference 46
- Resolution
- unresolved
- raw_fallback, observed 2026-08-08T13:45:51.500623Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 2801b691-558c-4910-b70d-32c41d12136b · outbound
This paper cites Megalodon: Efficient LLM Pretraining and Inference with Unlimited Context Length.
Interactive Data Harmonization with LLM Agents: Opportunities and Challenges Megalodon: Efficient LLM Pretraining and Inference with Unlimited Context Length
Reference 47
- Resolution
- unresolved
- no resolver link, observed 2026-08-08T13:45:49.588731Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 30f6c938-05c1-43f1-b68b-b1a09021272c · outbound
This paper cites an unresolved cited work.
Interactive Data Harmonization with LLM Agents: Opportunities and Challenges Unresolved cited work
Reference 48
- Resolution
- unresolved
- raw_fallback, observed 2026-08-08T13:45:51.486921Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 1c60e422-7467-40d9-bfc9-3cd6e237c36e · outbound
This paper cites an unresolved cited work.
Interactive Data Harmonization with LLM Agents: Opportunities and Challenges Unresolved cited work
Reference 49
- Resolution
- unresolved
- raw_fallback, observed 2026-08-08T13:45:51.472027Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 1fa228b3-c70d-432c-8377-e32cade7b72f · outbound
This paper cites an unresolved cited work.
Interactive Data Harmonization with LLM Agents: Opportunities and Challenges Unresolved cited work
Reference 50
- Resolution
- unresolved
- no resolver link, observed 2026-08-08T13:45:49.602405Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 03e68e73-926b-462f-bb76-dd3af58f63bb · outbound
This paper cites Orr, and Christopher Ré.
Interactive Data Harmonization with LLM Agents: Opportunities and Challenges Orr, and Christopher Ré
Reference 51
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-08T13:45:51.456723Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 941e9e71-019b-4254-b27d-88dcea1b71f3 · outbound
This paper cites an unresolved cited work.
Interactive Data Harmonization with LLM Agents: Opportunities and Challenges Unresolved cited work
Reference 52
- Resolution
- unresolved
- raw_fallback, observed 2026-08-08T13:45:51.440860Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 3573e043-cef4-413c-9513-17b4be3afb52 · outbound
This paper cites an unresolved cited work.
Interactive Data Harmonization with LLM Agents: Opportunities and Challenges Unresolved cited work
Reference 53
- Resolution
- unresolved
- raw_fallback, observed 2026-08-08T13:45:51.426735Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation ec2c1ce3-c94e-46c2-b890-1ffa7cbaf320 · outbound
This paper cites Davis, Constantine Arnold, Yaniv Gur, and Deepavali Bhagwat.
Interactive Data Harmonization with LLM Agents: Opportunities and Challenges Davis, Constantine Arnold, Yaniv Gur, and Deepavali Bhagwat
Reference 54
- Resolution
- verified exact
- arxiv_id_nonexistent, observed 2026-08-08T13:45:50.289098Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation cb3e2819-4f3b-49d4-a9bc-86c3539392d2 · outbound
This paper cites an unresolved cited work.
Interactive Data Harmonization with LLM Agents: Opportunities and Challenges Unresolved cited work
Reference 55
- Resolution
- unresolved
- raw_fallback, observed 2026-08-08T13:45:51.411663Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 0428eb5c-9baf-48ce-8454-a61b3714bc31 · outbound
This paper cites an unresolved cited work.
Interactive Data Harmonization with LLM Agents: Opportunities and Challenges Unresolved cited work
Reference 56
- Resolution
- unresolved
- raw_fallback, observed 2026-08-08T13:45:51.396628Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 9339e8a8-a624-4e81-bac2-3f78e80ac006 · outbound
This paper cites an unresolved cited work.
Interactive Data Harmonization with LLM Agents: Opportunities and Challenges Unresolved cited work
Reference 57
- Resolution
- unresolved
- raw_fallback, observed 2026-08-08T13:45:51.381915Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 9dc680ea-eb59-455e-b4fc-ce7ab9d4ed58 · outbound
This paper cites an unresolved cited work.
Interactive Data Harmonization with LLM Agents: Opportunities and Challenges Unresolved cited work
Reference 58
- Resolution
- unresolved
- no resolver link, observed 2026-08-08T13:45:49.637842Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation df04c444-9214-49f9-aa97-f42f24bd7928 · outbound
This paper cites scikit-learn: Pipelines and composite estimators.
Interactive Data Harmonization with LLM Agents: Opportunities and Challenges scikit-learn: Pipelines and composite estimators
Reference 59
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-08T13:45:51.341569Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation f02deb8b-b10e-4c30-b23f-df16ea0aa759 · outbound
This paper cites Large Language Models are Inconsistent and Biased Evaluators.
Interactive Data Harmonization with LLM Agents: Opportunities and Challenges Large Language Models are Inconsistent and Biased Evaluators
Reference 60
- Resolution
- unresolved
- no resolver link, observed 2026-08-08T13:45:49.651229Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation fc4544fb-662e-4da1-b6c9-4da425c16cf0 · outbound
This paper cites an unresolved cited work.
Interactive Data Harmonization with LLM Agents: Opportunities and Challenges Unresolved cited work
Reference 61
- Resolution
- verified exact
- arxiv_id_nonexistent, observed 2026-08-08T13:45:50.103285Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 8f640b16-f292-4296-b7a3-45ef8dc56b19 · outbound
This paper cites an unresolved cited work.
Interactive Data Harmonization with LLM Agents: Opportunities and Challenges Unresolved cited work
Reference 62
- Resolution
- unresolved
- raw_fallback, observed 2026-08-08T13:45:51.325079Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation b377d2ed-ed85-4df5-82f1-7140098525f1 · outbound
This paper cites an unresolved cited work.
Interactive Data Harmonization with LLM Agents: Opportunities and Challenges Unresolved cited work
Reference 63
- Resolution
- unresolved
- raw_fallback, observed 2026-08-08T13:45:51.310957Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 4bd9d4f5-95f5-466b-9b2d-70a5f2977026 · outbound
This paper cites an unresolved cited work.
Interactive Data Harmonization with LLM Agents: Opportunities and Challenges Unresolved cited work
Reference 64
- Resolution
- unresolved
- raw_fallback, observed 2026-08-08T13:45:51.296111Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation a035b0a7-eb3c-4b72-a2bf-c0e1d9733331 · outbound
This paper cites an unresolved cited work.
Interactive Data Harmonization with LLM Agents: Opportunities and Challenges Unresolved cited work
Reference 65
- Resolution
- unresolved
- raw_fallback, observed 2026-08-08T13:45:51.267312Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation d13e02c0-cf78-4fd8-93f9-3ecf7909fceb · outbound
This paper cites an unresolved cited work.
Interactive Data Harmonization with LLM Agents: Opportunities and Challenges Unresolved cited work
Reference 66
- Resolution
- unresolved
- no resolver link, observed 2026-08-08T13:45:49.683273Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 368e2e74-1547-42a4-ad4b-052f75894427 · outbound
This paper cites an unresolved cited work.
Interactive Data Harmonization with LLM Agents: Opportunities and Challenges Unresolved cited work
Reference 67
- Resolution
- unresolved
- raw_fallback, observed 2026-08-08T13:45:51.242860Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation efa39440-c4d0-400b-949e-9709aca652db · outbound
This paper cites an unresolved cited work.
Interactive Data Harmonization with LLM Agents: Opportunities and Challenges Unresolved cited work
Reference 68
- Resolution
- unresolved
- raw_fallback, observed 2026-08-08T13:45:51.227923Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 4c3c4973-c2a7-46b0-b7fc-47b2c10304ae · outbound
This paper cites Cell 177, 4 (2019), 1035–1049.
Interactive Data Harmonization with LLM Agents: Opportunities and Challenges Cell 177, 4 (2019), 1035–1049
Reference 69
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-08T13:45:51.281859Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 64e31a6b-d48f-4dd0-86ab-8c9edaf7fdc1 · outbound
This paper cites an unresolved cited work.
Interactive Data Harmonization with LLM Agents: Opportunities and Challenges Unresolved cited work
Reference 70
- Resolution
- unresolved
- no resolver link, observed 2026-08-08T13:45:49.701798Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 4d56e0d2-6e28-4605-a422-c044d2355de0 · outbound
This paper cites AutoGen: Enabling Next-Gen LLM Applications via Multi-Agent Conversation.
Interactive Data Harmonization with LLM Agents: Opportunities and Challenges AutoGen: Enabling Next-Gen LLM Applications via Multi-Agent Conversation
Reference 71
- Resolution
- unresolved
- no resolver link, observed 2026-08-08T13:45:49.706196Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 0af9f804-0a53-4284-a6b6-867e9d46a698 · outbound
This paper cites The Rise and Potential of Large Language Model Based Agents: A Survey.
Interactive Data Harmonization with LLM Agents: Opportunities and Challenges The Rise and Potential of Large Language Model Based Agents: A Survey
Reference 72
- Resolution
- unresolved
- no resolver link, observed 2026-08-08T13:45:49.710950Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 77c72aaa-37a1-4269-8b72-9ca1ebcc7f8c · outbound
This paper cites an unresolved cited work.
Interactive Data Harmonization with LLM Agents: Opportunities and Challenges Unresolved cited work
Reference 73
- Resolution
- unresolved
- raw_fallback, observed 2026-08-08T13:45:51.187333Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 9a44cb31-a84c-4a7b-b599-09e7e77a60a8 · outbound
This paper cites an unresolved cited work.
Interactive Data Harmonization with LLM Agents: Opportunities and Challenges Unresolved cited work
Reference 74
- Resolution
- unresolved
- raw_fallback, observed 2026-08-08T13:45:51.212017Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 534a9087-ab00-40be-aa09-1fbf4acd1dc8 · outbound
This paper cites Clarify When Necessary: Resolving Ambiguity Through Interaction with LMs.
Interactive Data Harmonization with LLM Agents: Opportunities and Challenges Clarify When Necessary: Resolving Ambiguity Through Interaction with LMs
Reference 75
- Resolution
- unresolved
- no resolver link, observed 2026-08-08T13:45:49.724664Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation dffba1fe-280c-4e22-aba3-c9d51b25cbf3 · outbound
This paper cites an unresolved cited work.
Interactive Data Harmonization with LLM Agents: Opportunities and Challenges Unresolved cited work
Reference 76
- Resolution
- unresolved
- raw_fallback, observed 2026-08-08T13:45:51.156757Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation a67102f1-232c-4192-b696-b5ccd8b09071 · outbound
This paper cites an unresolved cited work.
Interactive Data Harmonization with LLM Agents: Opportunities and Challenges Unresolved cited work
Reference 77
- Resolution
- unresolved
- no resolver link, observed 2026-08-08T13:45:49.738946Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 7d55018a-28a7-4da6-9753-88025394cfa7 · outbound
This paper cites an unresolved cited work.
Interactive Data Harmonization with LLM Agents: Opportunities and Challenges Unresolved cited work
Reference 79
- Resolution
- unresolved
- raw_fallback, observed 2026-08-08T13:45:51.171596Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation a2ed1429-c327-4ad6-8ac8-d2e894e2a3ca · outbound
This paper cites Benchmarking Data Science Agents.
Interactive Data Harmonization with LLM Agents: Opportunities and Challenges Benchmarking Data Science Agents
Reference 82
- Resolution
- unresolved
- no resolver link, observed 2026-08-08T13:45:49.733931Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 1088ac06-49bd-4eb7-acf3-2ac46b63b591 · outbound
This paper cites an unresolved cited work.
Interactive Data Harmonization with LLM Agents: Opportunities and Challenges Unresolved cited work
Reference 2009
- Resolution
- verified exact
- doi, observed 2026-08-08T13:45:49.823325Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 1897ffea-7142-4cdf-bcb0-19d4415f8949 · outbound
This paper cites In Proceedings of the 2019 international conference on management of data.
Interactive Data Harmonization with LLM Agents: Opportunities and Challenges In Proceedings of the 2019 international conference on management of data
Reference 2019
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-08T13:45:51.356974Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 3eb98735-d043-420c-a50c-7f5e6e780f09 · outbound
This paper cites Cancer cell 39, 3 (2021), 361–379.
Interactive Data Harmonization with LLM Agents: Opportunities and Challenges Cancer cell 39, 3 (2021), 361–379
Reference 2021
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-08T13:45:51.728875Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 984b4fea-0ee0-4ab0-8f75-643753b368dc · outbound
This paper cites In The Twelfth International Conference on Learning Representations.
Interactive Data Harmonization with LLM Agents: Opportunities and Challenges In The Twelfth International Conference on Learning Representations
Reference 2024
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-08T13:45:51.633002Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Pith citing papers
Observation 429ffb09-b3c8-4c89-8136-cd553954cfbd · inbound
Ontology- and LLM-based Data Harmonization for Federated Learning in Healthcare cites this paper.
Ontology- and LLM-based Data Harmonization for Federated Learning in Healthcare Interactive Data Harmonization with LLM Agents: Opportunities and Challenges
Reference 55
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T14:05:39.856235Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 0ffc4533-982d-496a-873a-0c85fcc86a92 · inbound
PrepBench: How Far Are We from Natural-Language-Driven Data Preparation? cites this paper.
PrepBench: How Far Are We from Natural-Language-Driven Data Preparation? Interactive Data Harmonization with LLM Agents: Opportunities and Challenges
Reference 45
- Resolution
- verified exact
- arxiv_id, observed 2026-05-12T08:31:25.492208Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.