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Paper Citation Record · LEDGER

SchemaGraphSQL: Efficient Schema Linking with Pathfinding Graph Algorithms for Text-to-SQL on Large-Scale Databases

As of 7 August 2026, this Paper Citation Record lists 12 of 12 outbound references and 1 inbound Pith citation observation for arXiv:2505.18363.

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

pith.paper-citation-record.v1
2505.18363 v1

Coverage vector

measured 12 of 12 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-07T14:36:13.255028Z

measured 13 of 13 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-07T06:34:17.273281+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-06-30T10:38:24.972419Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-06-30T10:44:36.711569Z

Reference resolution

12 of 12 outbound references displayed

  • verified exact0
  • verified fuzzy3
  • unresolved7
  • parse uncertain0
  • malformed identifier1
  • metadata mismatch1

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 4750dda0-d2b3-4820-8bf1-f8a55cfbdfdf · outbound

This paper cites Briefly justify your decision internally but do not in- clude any reasoning in the final output.

SchemaGraphSQL: Efficient Schema Linking with Pathfinding Graph Algorithms for Text-to-SQL on Large-Scale Databases Briefly justify your decision internally but do not in- clude any reasoning in the final output

Reference 1

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T14:36:14.673379Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T14:36:12.693004Z digest=sha256:5e4ebbe00719fb67da30b5e9c92c12e81d5c24f47c75a56d821eb67ec28c36d9

Observation 26a0de02-766a-4c73-b152-7052f5cf4e22 · outbound

This paper cites Your task is to generate a valid query to answer a user question based on the given schema and join path.

SchemaGraphSQL: Efficient Schema Linking with Pathfinding Graph Algorithms for Text-to-SQL on Large-Scale Databases Your task is to generate a valid query to answer a user question based on the given schema and join path

Reference 2

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T14:36:14.517106Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T14:36:12.778247Z digest=sha256:f60757261ae30da1f178e7b48217c9f960d225fcca2f8a0de99f47e1918ffeb8

Observation a0f2a34b-a9e9-4849-9e87-e16a90c81359 · outbound

This paper cites DBCopilot: Natural Language Querying over Massive Databases via Schema Routing.

SchemaGraphSQL: Efficient Schema Linking with Pathfinding Graph Algorithms for Text-to-SQL on Large-Scale Databases DBCopilot: Natural Language Querying over Massive Databases via Schema Routing

Reference 3

Resolution
unresolved
no resolver link, observed 2026-08-07T14:36:12.537427Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T14:36:12.537427Z digest=sha256:63a04f77784aa3caaa74945cd4a0289dac4a8fe720404fb3fd47c7bef0a4b3c7

Observation b167db15-fe72-4943-af85-166a11cebea9 · outbound

This paper cites Large Language Model Enhanced Text-to-SQL Generation: A Survey.

SchemaGraphSQL: Efficient Schema Linking with Pathfinding Graph Algorithms for Text-to-SQL on Large-Scale Databases Large Language Model Enhanced Text-to-SQL Generation: A Survey

Reference 4

Resolution
unresolved
no resolver link, observed 2026-08-07T14:36:12.621689Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T14:36:12.621689Z digest=sha256:c34d4a4a399c26ef885741210e6356a5b9d1eb4451eaac03cdf7e02c628e715b

Observation 407e3110-280f-47f7-966d-e9b7b717a443 · outbound

This paper cites an unresolved cited work.

SchemaGraphSQL: Efficient Schema Linking with Pathfinding Graph Algorithms for Text-to-SQL on Large-Scale Databases Unresolved cited work

Reference 7

Resolution
unresolved
raw_fallback, observed 2026-08-07T14:36:14.370635Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T14:36:12.851589Z digest=sha256:0ee8bb7e6934b10738368de5ee3b8848d5766c15fbc7dc5da29915b6c415a294

Observation 068439dc-62a0-4c19-8fd1-f1b27ff20915 · outbound

This paper cites an unresolved cited work.

SchemaGraphSQL: Efficient Schema Linking with Pathfinding Graph Algorithms for Text-to-SQL on Large-Scale Databases Unresolved cited work

Reference 8

Resolution
unresolved
raw_fallback, observed 2026-08-07T14:36:14.182851Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T14:36:12.915929Z digest=sha256:26ebb3cff788fb6919537ece3c3c4aa27bb4c7f4826711b88d5e91980dc85a67

Observation 883abcb9-b511-4c67-94e0-b9133b9d3ec9 · outbound

This paper cites Prompt 4: Baseline prompt for SQLite query generation ROLE & OBJECTIVE You are an expert in SQLite query generation.

SchemaGraphSQL: Efficient Schema Linking with Pathfinding Graph Algorithms for Text-to-SQL on Large-Scale Databases Prompt 4: Baseline prompt for SQLite query generation ROLE & OBJECTIVE You are an expert in SQLite query generation

Reference 9

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T14:36:14.044106Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T14:36:12.996215Z digest=sha256:f95a0c3821ba1a87e3a57a08586393b523530da214a5bb5207d49970ca888b5c

Observation e98bf0de-00d6-4710-bc99-d3282449ac44 · outbound

This paper cites an unresolved cited work.

SchemaGraphSQL: Efficient Schema Linking with Pathfinding Graph Algorithms for Text-to-SQL on Large-Scale Databases Unresolved cited work

Reference 10

Resolution
unresolved
raw_fallback, observed 2026-08-07T14:36:13.901836Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T14:36:13.078250Z digest=sha256:349d0e483e0ce4dd16cd0a48ec82a60ff9e42a261228e75afe0555ae7ae53e17

Observation b061d059-befc-454f-ad64-e0b88a2dcc8f · outbound

This paper cites an unresolved cited work.

SchemaGraphSQL: Efficient Schema Linking with Pathfinding Graph Algorithms for Text-to-SQL on Large-Scale Databases Unresolved cited work

Reference 11

Resolution
unresolved
raw_fallback, observed 2026-08-07T14:36:13.707411Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T14:36:13.174362Z digest=sha256:183233b3ea4b4a91973dbebebdd4050f2fb58358d8296c4f3b2623e09869677c

Observation e888e3fc-b174-4d00-b023-f1ca314d847e · outbound

This paper cites B Additional Results This section presents extended evaluation results that complement those in the main text.

SchemaGraphSQL: Efficient Schema Linking with Pathfinding Graph Algorithms for Text-to-SQL on Large-Scale Databases B Additional Results This section presents extended evaluation results that complement those in the main text

Reference 12

Resolution
malformed identifier
raw_fallback, observed 2026-08-07T14:36:13.611502Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T14:36:13.255028Z digest=sha256:f5f1f758736f1de65f421e4b6c773c0d8ab0b9d6ecfe6a629feb61cdf0e179f8

Observation f7a3f9e2-ae59-4de4-b406-0e83601a67b4 · outbound

This paper cites Solid-SQL: Enhanced Schema-linking based In-context Learning for Robust Text-to-SQL.

SchemaGraphSQL: Efficient Schema Linking with Pathfinding Graph Algorithms for Text-to-SQL on Large-Scale Databases Solid-SQL: Enhanced Schema-linking based In-context Learning for Robust Text-to-SQL

Reference 2024

Resolution
metadata mismatch
local_arxiv, observed 2026-08-07T14:36:13.481873Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T14:36:12.304974Z digest=sha256:79db7a8920bfbe2642d0f38b8bc56fd053470aec794be278ef1bc793ebf69353

Observation 4b739baa-1dc1-4bfe-98cb-199970d67a86 · outbound

This paper cites DTS-SQL: Decomposed Text-to-SQL with Small Large Language Models.

SchemaGraphSQL: Efficient Schema Linking with Pathfinding Graph Algorithms for Text-to-SQL on Large-Scale Databases DTS-SQL: Decomposed Text-to-SQL with Small Large Language Models

Reference 2025

Resolution
unresolved
no resolver link, observed 2026-08-07T14:36:12.442180Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T14:36:12.442180Z digest=sha256:605becb5d4ea990ca83d50954ca8ecefdf69df1561d8085212d6341218334e58

Pith citing papers

Observation 47438ec8-1649-4672-8ef9-29bc1b2bb81b · inbound

Schema-First Retrieval: Embedding Catalogs for Natural Language Analytics cites this paper.

Schema-First Retrieval: Embedding Catalogs for Natural Language Analytics SchemaGraphSQL: Efficient Schema Linking with Pathfinding Graph Algorithms for Text-to-SQL on Large-Scale Databases

Reference 47

Resolution
verified exact
arxiv_id, observed 2026-06-30T10:44:36.712888Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-06-30T10:38:24.972419Z digest=sha256:6e8a1877086bd97e9cf0633117767201167bf5a6f9ed632394b6de78e200d568