Paper Citation Record · LEDGER

ODIN: A NL2SQL Recommender to Handle Schema Ambiguity

As of 15 August 2026, this Paper Citation Record lists 38 of 38 outbound references and 2 inbound Pith citation observations for arXiv:2505.19302.

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

pith.paper-citation-record.v1
2505.19302 v1

Coverage vector

measured 38 of 38 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-07T14:21:59.600360Z

measured 40 of 40 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-15T06:32:42.880941+00:00

measured 2 of 2 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-06-27T13:12:15.208886Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-07-03T05:27:40.430727Z

Reference resolution

38 of 38 outbound references displayed

verified exact0
verified fuzzy3
unresolved35
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 252105d1-df70-4342-b90c-76371ba1ffc0 · outbound

This paper cites an unresolved cited work.

ODIN: A NL2SQL Recommender to Handle Schema Ambiguity Unresolved cited work

Reference 1

Resolution: unresolved; raw_fallback, observed 2026-08-07T14:22:01.588781Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 32419bea-db16-4a8b-bdbb-1bf30247b891 · outbound

This paper cites Benchmarking and Improving Text-to-SQL Generation under Ambiguity.

ODIN: A NL2SQL Recommender to Handle Schema Ambiguity Benchmarking and Improving Text-to-SQL Generation under Ambiguity

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-07T14:21:56.484435Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 771aa020-ad38-4929-b5c1-21c5b42fd5cc · outbound

This paper cites an unresolved cited work.

ODIN: A NL2SQL Recommender to Handle Schema Ambiguity Unresolved cited work

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-07T14:21:56.618131Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bef0df50-15bb-4ed7-8909-4c049e609182 · outbound

This paper cites an unresolved cited work.

ODIN: A NL2SQL Recommender to Handle Schema Ambiguity Unresolved cited work

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-07T14:21:56.663315Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c8417131-abbe-4042-b9d9-86fe5207053e · outbound

This paper cites an unresolved cited work.

ODIN: A NL2SQL Recommender to Handle Schema Ambiguity Unresolved cited work

Reference 5

Resolution: unresolved; raw_fallback, observed 2026-08-07T14:22:01.547279Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 5b1a2890-26fc-44d3-b87c-4714065c7a22 · outbound

This paper cites Natural SQL: Making SQL Easier to Infer from Natural Language Specifications.

ODIN: A NL2SQL Recommender to Handle Schema Ambiguity Natural SQL: Making SQL Easier to Infer from Natural Language Specifications

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-07T14:21:57.044647Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1b8221dc-a575-4467-a26f-401f26a06755 · outbound

This paper cites an unresolved cited work.

ODIN: A NL2SQL Recommender to Handle Schema Ambiguity Unresolved cited work

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-07T14:21:57.239635Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 88881be8-5941-4cbc-b94c-a1bad4a2f709 · outbound

This paper cites an unresolved cited work.

ODIN: A NL2SQL Recommender to Handle Schema Ambiguity Unresolved cited work

Reference 8

Resolution: unresolved; raw_fallback, observed 2026-08-07T14:22:01.513142Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation d158491b-2278-47bd-bd48-09a2e296a0bf · outbound

This paper cites ACM Manag.

ODIN: A NL2SQL Recommender to Handle Schema Ambiguity ACM Manag

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T14:22:01.526511Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 4f3ba7d0-dbb7-4664-ace1-00f359c0bcc5 · outbound

This paper cites an unresolved cited work.

ODIN: A NL2SQL Recommender to Handle Schema Ambiguity Unresolved cited work

Reference 10

Resolution: unresolved; raw_fallback, observed 2026-08-07T14:22:01.389641Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 5c8c62a6-449a-4447-b041-ecba3b902bdd · outbound

This paper cites The Curious Case of Neural Text Degeneration.

ODIN: A NL2SQL Recommender to Handle Schema Ambiguity The Curious Case of Neural Text Degeneration

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-07T14:21:57.707405Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 66d479e8-e76a-4914-9db7-a49fc78b793c · outbound

This paper cites an unresolved cited work.

ODIN: A NL2SQL Recommender to Handle Schema Ambiguity Unresolved cited work

Reference 12

Resolution: unresolved; raw_fallback, observed 2026-08-07T14:22:01.046647Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 225f6e08-3144-4957-bdf1-afc93c81c6af · outbound

This paper cites an unresolved cited work.

ODIN: A NL2SQL Recommender to Handle Schema Ambiguity Unresolved cited work

Reference 13

Resolution: unresolved; raw_fallback, observed 2026-08-07T14:22:01.227194Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 02497ce3-cbf2-4c59-95b6-b09051e0b822 · outbound

This paper cites an unresolved cited work.

ODIN: A NL2SQL Recommender to Handle Schema Ambiguity Unresolved cited work

Reference 14

Resolution: unresolved; raw_fallback, observed 2026-08-07T14:22:01.013876Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation b071eb06-f9ed-425b-9b11-0a7dc161e4f3 · outbound

This paper cites CLAM: Selective Clarification for Ambiguous Questions with Generative Language Models.

ODIN: A NL2SQL Recommender to Handle Schema Ambiguity CLAM: Selective Clarification for Ambiguous Questions with Generative Language Models

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-07T14:21:57.829973Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bd17537a-c7ce-4bcd-ae29-1114944612e5 · outbound

This paper cites an unresolved cited work.

ODIN: A NL2SQL Recommender to Handle Schema Ambiguity Unresolved cited work

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-07T14:21:58.003328Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0e466ef9-1097-481a-9478-72bdffe1f714 · outbound

This paper cites an unresolved cited work.

ODIN: A NL2SQL Recommender to Handle Schema Ambiguity Unresolved cited work

Reference 17

Resolution: unresolved; raw_fallback, observed 2026-08-07T14:22:00.967752Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 2ff68c13-e59c-45a1-b4b2-f36cb5cf4e28 · outbound

This paper cites an unresolved cited work.

ODIN: A NL2SQL Recommender to Handle Schema Ambiguity Unresolved cited work

Reference 18

Resolution: unresolved; raw_fallback, observed 2026-08-07T14:22:00.726257Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 68186c06-e437-40fd-a047-50be06f010d4 · outbound

This paper cites an unresolved cited work.

ODIN: A NL2SQL Recommender to Handle Schema Ambiguity Unresolved cited work

Reference 19

Resolution: unresolved; raw_fallback, observed 2026-08-07T14:22:00.841034Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 69a5b5d9-d405-4ec6-897c-35b8da83cade · outbound

This paper cites an unresolved cited work.

ODIN: A NL2SQL Recommender to Handle Schema Ambiguity Unresolved cited work

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-07T14:21:58.216653Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4dcc5dfd-0dae-4ff7-bbfa-d7ea62f058dd · outbound

This paper cites Can LLM Already Serve as A Database Interface? A BIg Bench for Large-Scale Database Grounded Text-to-SQLs.

ODIN: A NL2SQL Recommender to Handle Schema Ambiguity Can LLM Already Serve as A Database Interface? A BIg Bench for Large-Scale Database Grounded Text-to-SQLs

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-07T14:21:58.173187Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8662075d-b5af-4cf9-8230-6c83646e5c24 · outbound

This paper cites an unresolved cited work.

ODIN: A NL2SQL Recommender to Handle Schema Ambiguity Unresolved cited work

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-07T14:21:58.508688Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 39dba35b-5554-4d84-a158-50f062892e1f · outbound

This paper cites PICARD: Parsing Incrementally for Constrained Auto-Regressive Decoding from Language Models.

ODIN: A NL2SQL Recommender to Handle Schema Ambiguity PICARD: Parsing Incrementally for Constrained Auto-Regressive Decoding from Language Models

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-07T14:21:58.581437Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 17d7a8f1-2c6e-472c-b572-0eb0b18ac5f5 · outbound

This paper cites an unresolved cited work.

ODIN: A NL2SQL Recommender to Handle Schema Ambiguity Unresolved cited work

Reference 24

Resolution: unresolved; raw_fallback, observed 2026-08-07T14:22:00.492145Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation c35dc943-6431-4c7e-97e8-359ad324bff9 · outbound

This paper cites an unresolved cited work.

ODIN: A NL2SQL Recommender to Handle Schema Ambiguity Unresolved cited work

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-07T14:21:58.690386Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d6efcccd-e23c-4a7e-94ab-ffc0498f9769 · outbound

This paper cites an unresolved cited work.

ODIN: A NL2SQL Recommender to Handle Schema Ambiguity Unresolved cited work

Reference 27

Resolution: unresolved; raw_fallback, observed 2026-08-07T14:22:00.408897Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 53282590-0bdd-4107-9592-06ea6e14cd48 · outbound

This paper cites an unresolved cited work.

ODIN: A NL2SQL Recommender to Handle Schema Ambiguity Unresolved cited work

Reference 28

Resolution: unresolved; raw_fallback, observed 2026-08-07T14:22:00.283737Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 1481e875-1db1-4191-ac9b-e7b66a0d69e7 · outbound

This paper cites an unresolved cited work.

ODIN: A NL2SQL Recommender to Handle Schema Ambiguity Unresolved cited work

Reference 29

Resolution: unresolved; raw_fallback, observed 2026-08-07T14:22:00.144702Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 6ae3017a-d66c-4834-b7e2-ff2927654dc5 · outbound

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

ODIN: A NL2SQL Recommender to Handle Schema Ambiguity CHESS: Contextual Harnessing for Efficient SQL Synthesis

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-07T14:21:58.933098Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 598022c6-6801-4eb6-902a-8db0f38a5f94 · outbound

This paper cites MAC-SQL: A Multi-Agent Collaborative Framework for Text-to-SQL.

ODIN: A NL2SQL Recommender to Handle Schema Ambiguity MAC-SQL: A Multi-Agent Collaborative Framework for Text-to-SQL

Reference 32

Resolution: unresolved; no resolver link, observed 2026-08-07T14:21:59.322047Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5ce245a7-95fe-4edb-a8b5-d05ad5cbdcdc · outbound

This paper cites an unresolved cited work.

ODIN: A NL2SQL Recommender to Handle Schema Ambiguity Unresolved cited work

Reference 33

Resolution: unresolved; raw_fallback, observed 2026-08-07T14:22:00.022320Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation c29e742e-7b22-4b66-862f-0c94f13b80bd · outbound

This paper cites an unresolved cited work.

ODIN: A NL2SQL Recommender to Handle Schema Ambiguity Unresolved cited work

Reference 34

Resolution: unresolved; raw_fallback, observed 2026-08-07T14:21:59.986070Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 14822a47-60e5-439d-bc9e-b22e0ef2c76c · outbound

This paper cites an unresolved cited work.

ODIN: A NL2SQL Recommender to Handle Schema Ambiguity Unresolved cited work

Reference 35

Resolution: unresolved; raw_fallback, observed 2026-08-07T14:21:59.880738Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation d698ac5a-4ca6-4786-b04e-f5a5a7ffd521 · outbound

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

ODIN: A NL2SQL Recommender to Handle Schema Ambiguity RAT-SQL: Relation-Aware Schema Encoding and Linking for Text-to-SQL Parsers

Reference 36

Resolution: unresolved; no resolver link, observed 2026-08-07T14:21:59.450121Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0255c182-fe47-46e1-acb8-c06b61569278 · outbound

This paper cites Can LLMs Express Their Uncertainty? An Empirical Evaluation of Confidence Elicitation in LLMs.

ODIN: A NL2SQL Recommender to Handle Schema Ambiguity Can LLMs Express Their Uncertainty? An Empirical Evaluation of Confidence Elicitation in LLMs

Reference 39

Resolution: unresolved; no resolver link, observed 2026-08-07T14:21:59.522774Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b3c3ca81-85ed-4141-8949-035a76b703b7 · outbound

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

ODIN: A NL2SQL Recommender to Handle Schema Ambiguity Spider: A Large-Scale Human-Labeled Dataset for Complex and Cross-Domain Semantic Parsing and Text-to-SQL Task

Reference 40

Resolution: unresolved; no resolver link, observed 2026-08-07T14:21:59.600360Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1dd14036-9dd0-4757-a02e-9894144c1ed1 · outbound

This paper cites InProceedings of the Thirteenth Language Resources and Evaluation Conference.

ODIN: A NL2SQL Recommender to Handle Schema Ambiguity InProceedings of the Thirteenth Language Resources and Evaluation Conference

Reference 2022

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T14:22:00.624993Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation f8b7a04c-8637-4715-85c4-565b547b9f88 · outbound

This paper cites InProceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers).

ODIN: A NL2SQL Recommender to Handle Schema Ambiguity InProceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers)

Reference 2023

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T14:22:01.560343Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Pith citing papers

Observation 61f0f0df-a1ae-427e-a7ae-8e37ee7b9ea1 · inbound

EGREFINE: An Execution-Grounded Optimization Framework for Text-to-SQL Schema Refinement cites this paper.

EGREFINE: An Execution-Grounded Optimization Framework for Text-to-SQL Schema Refinement ODIN: A NL2SQL Recommender to Handle Schema Ambiguity

Reference 23

Resolution: verified exact; arxiv_id, observed 2026-05-11T15:56:37.150087Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 2e5293c1-575c-44d1-a6a2-953c20f40f2d · inbound

SOMA-SQL: Resolving Multi-Source Ambiguity in NL-to-SQL via Synthetic Log and Execution Probing cites this paper.

SOMA-SQL: Resolving Multi-Source Ambiguity in NL-to-SQL via Synthetic Log and Execution Probing ODIN: A NL2SQL Recommender to Handle Schema Ambiguity

Reference 38

Resolution: verified exact; arxiv_id, observed 2026-07-03T05:27:40.432145Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.