Paper Citation Record · LEDGER

ConStruM: A Structure-Guided LLM Framework for Context-Aware Schema Matching

As of 4 August 2026, this Paper Citation Record lists 35 of 35 outbound references and 1 inbound Pith citation observation for arXiv:2601.20482.

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

pith.paper-citation-record.v1
2601.20482 v2

Coverage vector

measured 35 of 35 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-05-16T10:13:53.840064Z

measured 36 of 36 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-03T06:30:56.289259+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-01T05:10:28.605250Z

measured 0 of 1 external citation measurements

A source-named dated measurement, never combined with another source.

Source: cited_works

Reference resolution

35 of 35 outbound references displayed

verified exact17
verified fuzzy3
unresolved14
parse uncertain0
malformed identifier1
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 5f475346-7992-4e15-884c-29f19ec49d55 · outbound

This paper cites an unresolved cited work.

ConStruM: A Structure-Guided LLM Framework for Context-Aware Schema Matching Unresolved cited work

Reference 1

Resolution: unresolved; raw_fallback, observed 2026-05-16T10:22:45.120857Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

Observation cafc1ed7-c034-43dd-8e25-bf8b4b291cde · outbound

This paper cites 2011.Schema Matching and Mapping.

ConStruM: A Structure-Guided LLM Framework for Context-Aware Schema Matching 2011.Schema Matching and Mapping

Reference 2

Resolution: verified exact; doi, observed 2026-05-16T10:17:43.649001Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

Observation 905c589f-a18f-4b29-b3b6-327cd928fc2c · outbound

This paper cites an unresolved cited work.

ConStruM: A Structure-Guided LLM Framework for Context-Aware Schema Matching Unresolved cited work

Reference 3

Resolution: unresolved; raw_fallback, observed 2026-05-16T10:22:45.079198Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

Observation 93a07ba9-c00c-4290-a451-6dcae05ff593 · outbound

This paper cites an unresolved cited work.

ConStruM: A Structure-Guided LLM Framework for Context-Aware Schema Matching Unresolved cited work

Reference 4

Resolution: unresolved; raw_fallback, observed 2026-05-16T10:22:45.071844Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

Observation 08192bcd-d41d-4939-bc5e-69a8fbed537a · outbound

This paper cites an unresolved cited work.

ConStruM: A Structure-Guided LLM Framework for Context-Aware Schema Matching Unresolved cited work

Reference 5

Resolution: verified exact; doi, observed 2026-05-16T10:17:43.661361Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

Observation dd9e67e4-9d8f-4e5a-bcef-a946cc4000ca · outbound

This paper cites From Local to Global: A Graph RAG Approach to Query-Focused Summarization.

ConStruM: A Structure-Guided LLM Framework for Context-Aware Schema Matching From Local to Global: A Graph RAG Approach to Query-Focused Summarization

Reference 6

Resolution: verified exact; local_arxiv, observed 2026-05-16T10:17:44.723274Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

Observation ad384793-abf5-4ca9-b5c7-77a2f770ce2c · outbound

This paper cites an unresolved cited work.

ConStruM: A Structure-Guided LLM Framework for Context-Aware Schema Matching Unresolved cited work

Reference 7

Resolution: unresolved; raw_fallback, observed 2026-05-16T10:22:45.123578Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

Observation 21321a35-9fc6-43f3-82ea-bc25a4be5887 · outbound

This paper cites Schemora: schema matching via multi-stage recommendation and metadata enrichment using off-the-shelf llms.

ConStruM: A Structure-Guided LLM Framework for Context-Aware Schema Matching Schemora: schema matching via multi-stage recommendation and metadata enrichment using off-the-shelf llms

Reference 8

Resolution: verified exact; arxiv_id, observed 2026-05-16T10:17:44.713997Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

Observation c8eb9209-d7d7-4d25-8712-e06159ea6639 · outbound

This paper cites scrolling screenshot.

ConStruM: A Structure-Guided LLM Framework for Context-Aware Schema Matching scrolling screenshot

Reference 9

Resolution: malformed identifier; doi_truncated, observed 2026-05-16T10:17:43.644862Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

Observation 70e41b3c-44c9-44fc-a372-6bc36a4eec56 · outbound

This paper cites an unresolved cited work.

ConStruM: A Structure-Guided LLM Framework for Context-Aware Schema Matching Unresolved cited work

Reference 10

Resolution: verified exact; arxiv_id, observed 2026-05-16T10:17:44.718861Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

Observation f783e45b-4d31-4f85-95c7-f1a328294a89 · outbound

This paper cites MIMIC-III, a freely accessible critical care database.

ConStruM: A Structure-Guided LLM Framework for Context-Aware Schema Matching MIMIC-III, a freely accessible critical care database

Reference 11

Resolution: verified exact; doi, observed 2026-05-16T10:17:43.654479Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

Observation bccb9a55-d52a-45ac-bc03-6bc86167205b · outbound

This paper cites an unresolved cited work.

ConStruM: A Structure-Guided LLM Framework for Context-Aware Schema Matching Unresolved cited work

Reference 12

Resolution: unresolved; raw_fallback, observed 2026-05-16T10:22:45.099330Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

Observation 193ec948-2966-4728-a206-c80dc97276bb · outbound

This paper cites InEdbt/icdt workshops.

ConStruM: A Structure-Guided LLM Framework for Context-Aware Schema Matching InEdbt/icdt workshops

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-05-16T10:22:45.110437Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

Observation 9de846e8-5c93-429d-9d3f-54fec8a22fab · outbound

This paper cites an unresolved cited work.

ConStruM: A Structure-Guided LLM Framework for Context-Aware Schema Matching Unresolved cited work

Reference 14

Resolution: unresolved; raw_fallback, observed 2026-05-16T10:22:45.088529Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

Observation 413c0efb-345d-469d-91b9-bfde936e6d24 · outbound

This paper cites https://api.semanticscholar.org/CorpusID: 214743579.

ConStruM: A Structure-Guided LLM Framework for Context-Aware Schema Matching https://api.semanticscholar.org/CorpusID: 214743579

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-05-16T10:22:45.085560Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

Observation 4933d92c-8483-42aa-8347-bc6e63343a79 · outbound

This paper cites an unresolved cited work.

ConStruM: A Structure-Guided LLM Framework for Context-Aware Schema Matching Unresolved cited work

Reference 16

Resolution: unresolved; raw_fallback, observed 2026-05-16T10:22:45.102642Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

Observation c781314d-401b-4872-a5c8-f7084d82613a · outbound

This paper cites GRAM: Generative Retrieval Augmented Matching of Data Schemas in the Context of Data Security.

ConStruM: A Structure-Guided LLM Framework for Context-Aware Schema Matching GRAM: Generative Retrieval Augmented Matching of Data Schemas in the Context of Data Security

Reference 17

Resolution: verified exact; arxiv_id, observed 2026-05-16T10:17:44.727475Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

Observation 777812e3-baca-40c9-b165-e36dbf8bfb6c · outbound

This paper cites Magneto: Combining Small and Large Language Models for Schema Matching.

ConStruM: A Structure-Guided LLM Framework for Context-Aware Schema Matching Magneto: Combining Small and Large Language Models for Schema Matching

Reference 18

Resolution: verified exact; arxiv_id, observed 2026-05-16T10:17:44.731552Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

Observation b497f0a5-90be-44c8-bd75-d3689e2ee2d4 · outbound

This paper cites Knowledge Graph-based Retrieval-Augmented Generation for Schema Matching.

ConStruM: A Structure-Guided LLM Framework for Context-Aware Schema Matching Knowledge Graph-based Retrieval-Augmented Generation for Schema Matching

Reference 19

Resolution: verified exact; arxiv_id, observed 2026-05-16T10:17:44.755668Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

Observation 520a7bc3-5a4a-4715-b01b-2a9a0104f9ad · outbound

This paper cites an unresolved cited work.

ConStruM: A Structure-Guided LLM Framework for Context-Aware Schema Matching Unresolved cited work

Reference 20

Resolution: unresolved; raw_fallback, observed 2026-05-16T10:22:45.115295Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

Observation 5728f360-81c2-4dca-b9d3-a17ec6acfb0a · outbound

This paper cites Malkov and D.

ConStruM: A Structure-Guided LLM Framework for Context-Aware Schema Matching Malkov and D

Reference 21

Resolution: verified exact; arxiv_id, observed 2026-05-16T10:17:43.640821Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

Observation 75dd6698-e9ff-46f9-b099-257b3f106307 · outbound

This paper cites Marc Overhage, Patrick B.

ConStruM: A Structure-Guided LLM Framework for Context-Aware Schema Matching Marc Overhage, Patrick B

Reference 22

Resolution: verified exact; doi, observed 2026-05-16T10:17:43.658090Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

Observation e429d4e5-7070-4704-b23a-cc21442c2f49 · outbound

This paper cites Schema Matching with Large Language Models: an Experimental Study.

ConStruM: A Structure-Guided LLM Framework for Context-Aware Schema Matching Schema Matching with Large Language Models: an Experimental Study

Reference 23

Resolution: verified exact; arxiv_id, observed 2026-05-16T10:17:44.743101Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

Observation 77b26014-4a80-4c54-9d9b-afdf33c8c295 · outbound

This paper cites Bernstein.

ConStruM: A Structure-Guided LLM Framework for Context-Aware Schema Matching Bernstein

Reference 24

Resolution: verified fuzzy; raw_fallback, observed 2026-05-16T10:22:45.075661Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

Observation 6d8c56a3-93da-4127-a2c5-352d236d6d2a · outbound

This paper cites an unresolved cited work.

ConStruM: A Structure-Guided LLM Framework for Context-Aware Schema Matching Unresolved cited work

Reference 25

Resolution: unresolved; raw_fallback, observed 2026-05-16T10:22:45.106236Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

Observation e9f73d81-e108-4948-99ef-f621dcce82d0 · outbound

This paper cites Matchmaker: Self-Improving Large Language Model Programs for Schema Matching.

ConStruM: A Structure-Guided LLM Framework for Context-Aware Schema Matching Matchmaker: Self-Improving Large Language Model Programs for Schema Matching

Reference 26

Resolution: verified exact; arxiv_id, observed 2026-05-16T10:17:44.751200Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

Observation 9dae55c2-6b2f-468e-ac55-b177c705b6b5 · outbound

This paper cites ReMatch: Retrieval Enhanced Schema Matching with LLMs.

ConStruM: A Structure-Guided LLM Framework for Context-Aware Schema Matching ReMatch: Retrieval Enhanced Schema Matching with LLMs

Reference 27

Resolution: verified exact; arxiv_id, observed 2026-05-16T10:17:44.760241Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

Observation 634c08fd-3783-4fa6-90b7-d71410747cba · outbound

This paper cites an unresolved cited work.

ConStruM: A Structure-Guided LLM Framework for Context-Aware Schema Matching Unresolved cited work

Reference 28

Resolution: unresolved; raw_fallback, observed 2026-05-16T10:22:45.112941Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

Observation bc5e657f-543d-448f-8782-3f89ad5b87f3 · outbound

This paper cites an unresolved cited work.

ConStruM: A Structure-Guided LLM Framework for Context-Aware Schema Matching Unresolved cited work

Reference 29

Resolution: unresolved; raw_fallback, observed 2026-05-16T10:22:45.096472Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

Observation a4c6db71-bed4-4d6a-a10e-065e03649137 · outbound

This paper cites LLMATCH: A Unified Schema Matching Framework with Large Language Models.

ConStruM: A Structure-Guided LLM Framework for Context-Aware Schema Matching LLMATCH: A Unified Schema Matching Framework with Large Language Models

Reference 30

Resolution: verified exact; arxiv_id, observed 2026-05-16T10:17:44.735480Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

Observation 8254d8b6-963a-480f-b62d-4cc54aa6bda6 · outbound

This paper cites KcMF: A Knowledge-compliant Framework for Schema and Entity Matching with Fine-tuning-free LLMs.

ConStruM: A Structure-Guided LLM Framework for Context-Aware Schema Matching KcMF: A Knowledge-compliant Framework for Schema and Entity Matching with Fine-tuning-free LLMs

Reference 31

Resolution: verified exact; arxiv_id, observed 2026-05-16T10:17:44.747238Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

Observation f2bc3139-922c-4888-81d1-7ac1650801ca · outbound

This paper cites an unresolved cited work.

ConStruM: A Structure-Guided LLM Framework for Context-Aware Schema Matching Unresolved cited work

Reference 32

Resolution: unresolved; raw_fallback, observed 2026-05-16T10:22:45.092929Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

Observation 47631416-75c7-4f4b-b505-9aa0dc300400 · outbound

This paper cites an unresolved cited work.

ConStruM: A Structure-Guided LLM Framework for Context-Aware Schema Matching Unresolved cited work

Reference 33

Resolution: unresolved; raw_fallback, observed 2026-05-16T10:22:45.082015Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

Observation 613811f7-077d-4347-9cae-672fbb291779 · outbound

This paper cites an unresolved cited work.

ConStruM: A Structure-Guided LLM Framework for Context-Aware Schema Matching Unresolved cited work

Reference 34

Resolution: unresolved; raw_fallback, observed 2026-05-16T10:22:45.118561Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

Observation 5846d355-3835-4cab-92b7-90dabe5e4f1e · outbound

This paper cites SMUTF: Schema Matching Using Generative Tags and Hybrid Features.

ConStruM: A Structure-Guided LLM Framework for Context-Aware Schema Matching SMUTF: Schema Matching Using Generative Tags and Hybrid Features

Reference 35

Resolution: verified exact; arxiv_id, observed 2026-05-16T10:17:44.739241Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

Pith citing papers

Observation a7440e35-7002-4d56-a485-dd8594a82aab · inbound

Towards Trustworthy and Cost-Efficient Data Integration: From Na\"ive RAG to Agentic RAG cites this paper.

Towards Trustworthy and Cost-Efficient Data Integration: From Na\"ive RAG to Agentic RAG ConStruM: A Structure-Guided LLM Framework for Context-Aware Schema Matching

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-01T05:10:28.605250Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.