Paper Citation Record · LEDGER

Enhancing Text2Cypher with Schema Filtering

As of 19 August 2026, this Paper Citation Record lists 37 of 37 outbound references and 4 inbound Pith citation observations for arXiv:2505.05118.

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

pith.paper-citation-record.v1
2505.05118 v2

Coverage vector

measured 37 of 37 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-15T23:14:03.169256Z

measured 41 of 41 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-19T06:32:44.657259+00:00

measured 4 of 4 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-15T20:10:59.528667Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-07-02T07:36:45.337428Z

Reference resolution

37 of 37 outbound references displayed

verified exact1
verified fuzzy3
unresolved33
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation ddf5bc48-5750-4efd-a3b3-1084a3226541 · outbound

This paper cites Hogan, E.

Enhancing Text2Cypher with Schema Filtering Hogan, E

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-15T23:14:02.985115Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 38c45556-2097-4c6c-8f73-5315e1169693 · outbound

This paper cites E-SQL: Direct Schema Linking via Question Enrichment in Text-to-SQL.

Enhancing Text2Cypher with Schema Filtering E-SQL: Direct Schema Linking via Question Enrichment in Text-to-SQL

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-15T23:14:02.991657Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 93fe22d9-81c9-4b33-b5bf-a05604a510d7 · outbound

This paper cites Is Long Context All You Need? Leveraging LLM's Extended Context for NL2SQL.

Enhancing Text2Cypher with Schema Filtering Is Long Context All You Need? Leveraging LLM's Extended Context for NL2SQL

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-15T23:14:02.997259Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b83e782f-631f-4b5c-87e6-d4115d96c2e7 · outbound

This paper cites Spider: A Large-Scale Human-Labeled Dataset for Complex and Cross-Domain Semantic Parsing and Text-to-SQL Task.

Enhancing Text2Cypher with Schema Filtering Spider: A Large-Scale Human-Labeled Dataset for Complex and Cross-Domain Semantic Parsing and Text-to-SQL Task

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-15T23:14:03.002487Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 965c60b3-7b79-4292-99a0-d0eda93b7a91 · outbound

This paper cites Towards Complex Text-to-SQL in Cross-Domain Database with Intermediate Representation.

Enhancing Text2Cypher with Schema Filtering Towards Complex Text-to-SQL in Cross-Domain Database with Intermediate Representation

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-15T23:14:03.008997Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 036542db-5ec3-4f13-ab60-bf7b10f50cf7 · outbound

This paper cites an unresolved cited work.

Enhancing Text2Cypher with Schema Filtering Unresolved cited work

Reference 6

Resolution: unresolved; raw_fallback, observed 2026-08-15T23:14:03.930820Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation aea61487-7276-4c36-b3f9-5548732a02be · outbound

This paper cites an unresolved cited work.

Enhancing Text2Cypher with Schema Filtering Unresolved cited work

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-15T23:14:03.020156Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b6f45bc2-4490-4630-ad6b-411e24f2e313 · outbound

This paper cites SelECT-SQL: Self-correcting ensemble Chain-of-Thought for Text-to-SQL.

Enhancing Text2Cypher with Schema Filtering SelECT-SQL: Self-correcting ensemble Chain-of-Thought for Text-to-SQL

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-15T23:14:03.024904Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fbf16e0c-dee9-4bcd-8900-7aedd3c5c6d0 · outbound

This paper cites an unresolved cited work.

Enhancing Text2Cypher with Schema Filtering Unresolved cited work

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-15T23:14:03.030103Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0d253303-6362-499d-89b7-48dc092ab17d · outbound

This paper cites Leveraging small language models for Text2SPARQL tasks to improve the resilience of AI assistance.

Enhancing Text2Cypher with Schema Filtering Leveraging small language models for Text2SPARQL tasks to improve the resilience of AI assistance

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-15T23:14:03.035367Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 807c33f0-8443-4b4a-8704-e95228f6edea · outbound

This paper cites Assessing SPARQL capabilities of Large Language Models.

Enhancing Text2Cypher with Schema Filtering Assessing SPARQL capabilities of Large Language Models

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-15T23:14:03.040132Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b8a808ce-efe7-4f19-a3c5-899d8503c173 · outbound

This paper cites LLM-based SPARQL Query Generation from Natural Language over Federated Knowledge Graphs.

Enhancing Text2Cypher with Schema Filtering LLM-based SPARQL Query Generation from Natural Language over Federated Knowledge Graphs

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-15T23:14:03.045296Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d0a6b337-0186-4cad-920c-8172c1bc1aa7 · outbound

This paper cites Opitz, N.

Enhancing Text2Cypher with Schema Filtering Opitz, N

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T23:14:03.914402Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 89dc1dc4-f8ca-46eb-90ca-662ce39048b3 · outbound

This paper cites an unresolved cited work.

Enhancing Text2Cypher with Schema Filtering Unresolved cited work

Reference 14

Resolution: unresolved; raw_fallback, observed 2026-08-15T23:14:03.898477Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation cf76e853-4c7c-4ce0-b56b-667b1cfd42db · outbound

This paper cites an unresolved cited work.

Enhancing Text2Cypher with Schema Filtering Unresolved cited work

Reference 15

Resolution: unresolved; raw_fallback, observed 2026-08-15T23:14:03.882570Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 0d1a4e8b-dbb0-4fca-9aa6-038ccf308887 · outbound

This paper cites Rel2Graph: Automated Mapping From Relational Databases to a Unified Property Knowledge Graph.

Enhancing Text2Cypher with Schema Filtering Rel2Graph: Automated Mapping From Relational Databases to a Unified Property Knowledge Graph

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-15T23:14:03.065159Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 08a9d157-6092-4eb2-aa53-02c9c8ae6ce7 · outbound

This paper cites SyntheT2C: Generating Synthetic Data for Fine-Tuning Large Language Models on the Text2Cypher Task.

Enhancing Text2Cypher with Schema Filtering SyntheT2C: Generating Synthetic Data for Fine-Tuning Large Language Models on the Text2Cypher Task

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-15T23:14:03.070382Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 65d4c578-0168-4263-bc8a-5d6cda0d3476 · outbound

This paper cites an unresolved cited work.

Enhancing Text2Cypher with Schema Filtering Unresolved cited work

Reference 18

Resolution: unresolved; raw_fallback, observed 2026-08-15T23:14:03.866089Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 4f7d964b-7d5e-4f5b-af09-bfc3dc2fc41b · outbound

This paper cites GPT4Graph: Can Large Language Models Understand Graph Structured Data ? An Empirical Evaluation and Benchmarking.

Enhancing Text2Cypher with Schema Filtering GPT4Graph: Can Large Language Models Understand Graph Structured Data ? An Empirical Evaluation and Benchmarking

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-15T23:14:03.080004Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6a203115-d71b-411e-b221-67345a814fbb · outbound

This paper cites an unresolved cited work.

Enhancing Text2Cypher with Schema Filtering Unresolved cited work

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-15T23:14:03.085076Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 22c43da1-07d8-4617-bc4b-f9f03286be66 · outbound

This paper cites an unresolved cited work.

Enhancing Text2Cypher with Schema Filtering Unresolved cited work

Reference 21

Resolution: unresolved; raw_fallback, observed 2026-08-15T23:14:03.848125Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation acd297b8-ed3b-47f5-ab78-af7c76e9443b · outbound

This paper cites an unresolved cited work.

Enhancing Text2Cypher with Schema Filtering Unresolved cited work

Reference 22

Resolution: unresolved; raw_fallback, observed 2026-08-15T23:14:03.832018Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 78feb077-c793-4aff-9999-be1dc9ca152d · outbound

This paper cites Liang, K.

Enhancing Text2Cypher with Schema Filtering Liang, K

Reference 23

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T23:14:03.815873Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation cd7e87d8-abe8-48d6-a7e7-5d5880b7aa59 · outbound

This paper cites an unresolved cited work.

Enhancing Text2Cypher with Schema Filtering Unresolved cited work

Reference 24

Resolution: unresolved; raw_fallback, observed 2026-08-15T23:14:03.800098Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 0778fe0b-9cd0-4f6a-8193-c57612334913 · outbound

This paper cites RSL-SQL: Robust Schema Linking in Text-to-SQL Generation.

Enhancing Text2Cypher with Schema Filtering RSL-SQL: Robust Schema Linking in Text-to-SQL Generation

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-15T23:14:03.111010Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c1faf865-3917-4cf0-aeb5-929e76601752 · outbound

This paper cites The Death of Schema Linking? Text-to-SQL in the Age of Well-Reasoned Language Models.

Enhancing Text2Cypher with Schema Filtering The Death of Schema Linking? Text-to-SQL in the Age of Well-Reasoned Language Models

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-15T23:14:03.116490Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e64513e2-28e0-4d4a-9293-1ac560a5bc58 · outbound

This paper cites TypeSQL: Knowledge-based Type-Aware Neural Text-to-SQL Generation.

Enhancing Text2Cypher with Schema Filtering TypeSQL: Knowledge-based Type-Aware Neural Text-to-SQL Generation

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-15T23:14:03.121013Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b9f18390-97f3-4698-b3ec-3d62eb236fd3 · outbound

This paper cites an unresolved cited work.

Enhancing Text2Cypher with Schema Filtering Unresolved cited work

Reference 28

Resolution: unresolved; raw_fallback, observed 2026-08-15T23:14:03.784398Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 52749228-6f57-4cea-850c-8803a4431745 · outbound

This paper cites Global Reasoning over Database Structures for Text-to-SQL Parsing.

Enhancing Text2Cypher with Schema Filtering Global Reasoning over Database Structures for Text-to-SQL Parsing

Reference 29

Resolution: verified exact; local_arxiv, observed 2026-08-15T23:14:03.301840Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation f4155b31-4a0c-43fb-876b-be5e50893ba4 · outbound

This paper cites RAT-SQL: Relation-Aware Schema Encoding and Linking for Text-to-SQL Parsers.

Enhancing Text2Cypher with Schema Filtering RAT-SQL: Relation-Aware Schema Encoding and Linking for Text-to-SQL Parsers

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-15T23:14:03.134990Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 506acdd5-06fb-4b17-9c42-1195e215d90f · outbound

This paper cites Pourreza, D.

Enhancing Text2Cypher with Schema Filtering Pourreza, D

Reference 31

Resolution: unresolved; no resolver link, observed 2026-08-15T23:14:03.139562Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3ac86d86-0a17-4b54-8b0d-00cb57991e43 · outbound

This paper cites CHESS: Contextual Harnessing for Efficient SQL Synthesis.

Enhancing Text2Cypher with Schema Filtering CHESS: Contextual Harnessing for Efficient SQL Synthesis

Reference 32

Resolution: unresolved; no resolver link, observed 2026-08-15T23:14:03.143949Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d23cd76c-75af-4af3-801b-69a46ca0853f · outbound

This paper cites Extractive Schema Linking for Text-to-SQL.

Enhancing Text2Cypher with Schema Filtering Extractive Schema Linking for Text-to-SQL

Reference 33

Resolution: unresolved; no resolver link, observed 2026-08-15T23:14:03.149373Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d92c9f73-b84d-4942-98f2-578a60954a03 · outbound

This paper cites Knapsack Optimization-based Schema Linking for LLM-based Text-to-SQL Generation.

Enhancing Text2Cypher with Schema Filtering Knapsack Optimization-based Schema Linking for LLM-based Text-to-SQL Generation

Reference 34

Resolution: unresolved; no resolver link, observed 2026-08-15T23:14:03.154162Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 013ea61c-7b9f-4e32-8be2-8cfb9b9c327c · outbound

This paper cites an unresolved cited work.

Enhancing Text2Cypher with Schema Filtering Unresolved cited work

Reference 35

Resolution: unresolved; no resolver link, observed 2026-08-15T23:14:03.158995Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fd42aa5e-f61a-42d9-9625-8c0c3573ced3 · outbound

This paper cites NAT-NL2GQL: A Novel Multi-Agent Framework for Translating Natural Language to Graph Query Language.

Enhancing Text2Cypher with Schema Filtering NAT-NL2GQL: A Novel Multi-Agent Framework for Translating Natural Language to Graph Query Language

Reference 36

Resolution: unresolved; no resolver link, observed 2026-08-15T23:14:03.163640Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4cf57d80-ef35-4b11-bb5a-2b72f0f3ca07 · outbound

This paper cites https://huggingface.co/evaluate-metric.

Enhancing Text2Cypher with Schema Filtering https://huggingface.co/evaluate-metric

Reference 37

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T23:14:03.747113Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Pith citing papers

Observation 7d48e553-acb5-4fcf-b2de-0766bd1003c7 · inbound

STRuCT-LLM: Unifying Tabular and Graph Reasoning with Reinforcement Learning for Semantic Parsing cites this paper.

STRuCT-LLM: Unifying Tabular and Graph Reasoning with Reinforcement Learning for Semantic Parsing Enhancing Text2Cypher with Schema Filtering

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-15T20:10:59.528667Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4201ad81-001e-4784-a045-30b2c9357f67 · inbound

LLM+Graph@VLDB'2025 Workshop Summary cites this paper.

LLM+Graph@VLDB'2025 Workshop Summary Enhancing Text2Cypher with Schema Filtering

Reference 30

Resolution: verified exact; arxiv_id, observed 2026-05-13T18:48:07.964853Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 18c07c82-3f68-4276-8680-22955e386b22 · inbound

Extending Confidence-Based Text2Cypher with Grammar and Schema Aware Filtering cites this paper.

Extending Confidence-Based Text2Cypher with Grammar and Schema Aware Filtering Enhancing Text2Cypher with Schema Filtering

Reference 29

Resolution: verified exact; arxiv_id, observed 2026-05-12T05:41:24.123188Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 638a6a87-2f40-4e5f-9fb8-68d55269271a · inbound

CYGNET: Cypher Gate for Neural Execution Triage and Cost Containment cites this paper.

CYGNET: Cypher Gate for Neural Execution Triage and Cost Containment Enhancing Text2Cypher with Schema Filtering

Reference 20

Resolution: verified exact; arxiv_id, observed 2026-07-02T07:36:45.338818Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.