Paper Citation Record · LEDGER

What Predicts Correctness in Text-to-SQL? A Selective-Prediction Study

As of 15 August 2026, this Paper Citation Record lists 38 of 38 outbound references and 1 inbound Pith citation observation for arXiv:2607.06799.

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

pith.paper-citation-record.v1
2607.06799 v1

Coverage vector

measured 38 of 38 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-07-10T21:05:58.726650Z

measured 39 of 39 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 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-12T00:45:27.663753Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-08-12T00:45:28.010845Z

Reference resolution

38 of 38 outbound references displayed

verified exact0
verified fuzzy34
unresolved2
parse uncertain0
malformed identifier0
metadata mismatch2

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 6d4ecda7-fb26-4498-80d5-b065ce89f5eb · outbound

This paper cites EMNLP , year=.

What Predicts Correctness in Text-to-SQL? A Selective-Prediction Study EMNLP , year=

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-07-10T21:07:37.736419Z

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 2aa8957d-0eaf-4359-be46-828a24e23cc0 · outbound

This paper cites ICLR , year=.

What Predicts Correctness in Text-to-SQL? A Selective-Prediction Study ICLR , year=

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-07-10T21:07:37.781922Z

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 6676c33c-9284-48d9-a184-3d9972f0107a · outbound

This paper cites NeurIPS Datasets and Benchmarks , year=.

What Predicts Correctness in Text-to-SQL? A Selective-Prediction Study NeurIPS Datasets and Benchmarks , year=

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-07-10T21:07:37.706786Z

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 598fbf43-9367-4f3c-b746-60a4e762173e · outbound

This paper cites ACL , year=.

What Predicts Correctness in Text-to-SQL? A Selective-Prediction Study ACL , year=

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-07-10T21:07:37.661821Z

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 84b6777a-c917-40e6-8bcf-198addfef92b · outbound

This paper cites ACL , year=.

What Predicts Correctness in Text-to-SQL? A Selective-Prediction Study ACL , year=

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-07-10T21:07:37.893120Z

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 a022c357-680f-41a9-9c98-2e4dc3f4e944 · outbound

This paper cites ICLR , year=.

What Predicts Correctness in Text-to-SQL? A Selective-Prediction Study ICLR , year=

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-07-10T21:07:37.907871Z

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 85d0f5eb-a899-403d-a43b-ad1b9cbee3fc · outbound

This paper cites ICLR , year=.

What Predicts Correctness in Text-to-SQL? A Selective-Prediction Study ICLR , year=

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-07-10T21:07:37.692181Z

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 3d3a000a-3076-4e75-aec2-36c919f22c50 · outbound

This paper cites Nature , volume=.

What Predicts Correctness in Text-to-SQL? A Selective-Prediction Study Nature , volume=

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-07-10T21:07:37.617283Z

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 be941299-7aa0-4050-a0c9-125283c25d3c · outbound

This paper cites The Annals of Probability , volume=.

What Predicts Correctness in Text-to-SQL? A Selective-Prediction Study The Annals of Probability , volume=

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-07-10T21:07:37.863831Z

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 6da6d63b-18f6-421d-9333-9a8981ee5d92 · outbound

This paper cites ACL , year=.

What Predicts Correctness in Text-to-SQL? A Selective-Prediction Study ACL , year=

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-07-10T21:07:37.412994Z

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 3b6b829c-2a40-4785-9fc4-2e4a16e05ed9 · outbound

This paper cites Advances in Neural Information Processing Systems (NIPS) , pages=.

What Predicts Correctness in Text-to-SQL? A Selective-Prediction Study Advances in Neural Information Processing Systems (NIPS) , pages=

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-07-10T21:07:37.586916Z

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 911c9c56-dd45-44b6-ace3-03470bdaf6e1 · outbound

This paper cites Biometrika , volume=.

What Predicts Correctness in Text-to-SQL? A Selective-Prediction Study Biometrika , volume=

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-07-10T21:07:37.632349Z

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 336e1a63-b790-44f1-977c-116800027157 · outbound

This paper cites ICML , year=.

What Predicts Correctness in Text-to-SQL? A Selective-Prediction Study ICML , year=

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-07-10T21:07:37.849263Z

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 8fff7f0d-a1c0-47ac-8c17-1cee320ff8dc · outbound

This paper cites NeurIPS , year=.

What Predicts Correctness in Text-to-SQL? A Selective-Prediction Study NeurIPS , year=

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-07-10T21:07:37.878394Z

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 d2ccc553-d7fa-45f9-9d26-2e598c58d4b5 · outbound

This paper cites Proceedings of the ACM on Management of Data (SIGMOD) , year=.

What Predicts Correctness in Text-to-SQL? A Selective-Prediction Study Proceedings of the ACM on Management of Data (SIGMOD) , year=

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-07-10T21:07:37.922835Z

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 18e509b4-f4f7-455c-9b5e-a03cf102455d · outbound

This paper cites arXiv preprint , year=.

What Predicts Correctness in Text-to-SQL? A Selective-Prediction Study arXiv preprint , year=

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-07-10T21:07:37.937275Z

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 05cbdf6c-e697-4aef-a132-b90945f6f7db · outbound

This paper cites Advances in Neural Information Processing Systems (NeurIPS) , year=.

What Predicts Correctness in Text-to-SQL? A Selective-Prediction Study Advances in Neural Information Processing Systems (NeurIPS) , year=

Reference 19

Resolution: verified fuzzy; raw_fallback, observed 2026-07-10T21:07:37.952220Z

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 d6935473-6a7a-409a-b471-8c9116ab8183 · outbound

This paper cites International Conference on Learning Representations (ICLR) , year=.

What Predicts Correctness in Text-to-SQL? A Selective-Prediction Study International Conference on Learning Representations (ICLR) , year=

Reference 20

Resolution: verified fuzzy; raw_fallback, observed 2026-07-10T21:07:37.834053Z

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 aeb81944-9997-43bc-9f31-4b803188d15b · outbound

This paper cites an unresolved cited work.

What Predicts Correctness in Text-to-SQL? A Selective-Prediction Study Unresolved cited work

Reference 21

Resolution: unresolved; raw_fallback, observed 2026-07-10T21:07:37.789885Z

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 ab086981-df36-45fa-a94f-41c7b7b4b32b · outbound

This paper cites an unresolved cited work.

What Predicts Correctness in Text-to-SQL? A Selective-Prediction Study Unresolved cited work

Reference 22

Resolution: unresolved; raw_fallback, observed 2026-07-10T21:07:37.759585Z

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 18f5ae80-c8d0-47bb-a4ba-68b4cbbe7714 · outbound

This paper cites Learn then Test: Calibrating Predictive Algorithms to Achieve Risk Control.

What Predicts Correctness in Text-to-SQL? A Selective-Prediction Study Learn then Test: Calibrating Predictive Algorithms to Achieve Risk Control

Reference 23

Resolution: metadata mismatch; local_arxiv, observed 2026-07-10T21:07:36.972681Z

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 36508535-6302-4fc4-b376-30ab1acf6aaf · outbound

This paper cites Conformal Risk Control.

What Predicts Correctness in Text-to-SQL? A Selective-Prediction Study Conformal Risk Control

Reference 24

Resolution: metadata mismatch; local_arxiv, observed 2026-07-10T21:07:36.990981Z

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 d9592470-4b28-42ab-8737-0fb1a93b9bc5 · outbound

This paper cites Lgesql: Line graph enhanced text-to-sql model with mixed local and non-local relations.

What Predicts Correctness in Text-to-SQL? A Selective-Prediction Study Lgesql: Line graph enhanced text-to-sql model with mixed local and non-local relations

Reference 25

Resolution: verified fuzzy; raw_fallback, observed 2026-07-10T21:07:37.775465Z

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 83d1880e-8b40-405e-b030-6682d506684d · outbound

This paper cites Teaching large language models to self-debug.

What Predicts Correctness in Text-to-SQL? A Selective-Prediction Study Teaching large language models to self-debug

Reference 26

Resolution: verified fuzzy; raw_fallback, observed 2026-07-10T21:07:37.745635Z

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 656f655d-ffa8-44b0-a169-291e4fc47590 · outbound

This paper cites Detecting hallucinations in large language models using semantic entropy.

What Predicts Correctness in Text-to-SQL? A Selective-Prediction Study Detecting hallucinations in large language models using semantic entropy

Reference 27

Resolution: verified fuzzy; raw_fallback, observed 2026-07-10T21:07:37.730051Z

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 d39a871a-89d9-44f8-b44d-ee9bacf6d9df · outbound

This paper cites Selective classification for deep neural networks.

What Predicts Correctness in Text-to-SQL? A Selective-Prediction Study Selective classification for deep neural networks

Reference 28

Resolution: verified fuzzy; raw_fallback, observed 2026-07-10T21:07:37.805095Z

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 8ea3b387-f03d-4259-b442-511a2ee99962 · outbound

This paper cites Weinberger.

What Predicts Correctness in Text-to-SQL? A Selective-Prediction Study Weinberger

Reference 29

Resolution: verified fuzzy; raw_fallback, observed 2026-07-10T21:07:37.819446Z

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 1445560d-f8cd-49fc-8c6d-924e13ecda8e · outbound

This paper cites Semantic uncertainty: Linguistic invariances for uncertainty estimation in natural language generation.

What Predicts Correctness in Text-to-SQL? A Selective-Prediction Study Semantic uncertainty: Linguistic invariances for uncertainty estimation in natural language generation

Reference 30

Resolution: verified fuzzy; raw_fallback, observed 2026-07-10T21:07:37.684171Z

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 dbae1a98-eb6b-49ba-a056-7a14d6d17b0c · outbound

This paper cites Spider 2.0: Evaluating language models on real-world enterprise text-to-sql workflows.

What Predicts Correctness in Text-to-SQL? A Selective-Prediction Study Spider 2.0: Evaluating language models on real-world enterprise text-to-sql workflows

Reference 31

Resolution: verified fuzzy; raw_fallback, observed 2026-07-10T21:07:37.714549Z

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 e97dc660-5d01-4cbb-bba8-baa4f78330d0 · outbound

This paper cites Can llm already serve as a database interface? a big bench for large-scale database grounded text-to-sqls (bird).

What Predicts Correctness in Text-to-SQL? A Selective-Prediction Study Can llm already serve as a database interface? a big bench for large-scale database grounded text-to-sqls (bird)

Reference 32

Resolution: verified fuzzy; raw_fallback, observed 2026-07-10T21:07:37.589141Z

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 d798cf48-7f2b-45fa-a9e8-f41354c992e7 · outbound

This paper cites DIN-SQL : Decomposed in-context learning of text-to-sql with self-correction.

What Predicts Correctness in Text-to-SQL? A Selective-Prediction Study DIN-SQL : Decomposed in-context learning of text-to-sql with self-correction

Reference 33

Resolution: verified fuzzy; raw_fallback, observed 2026-07-10T21:07:37.827197Z

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 601a238c-f68a-43cb-8834-9b2474ecb6d5 · outbound

This paper cites Calibrating large language models for text-to-sql.

What Predicts Correctness in Text-to-SQL? A Selective-Prediction Study Calibrating large language models for text-to-sql

Reference 34

Resolution: verified fuzzy; raw_fallback, observed 2026-07-10T21:07:37.797034Z

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 fdc72a16-81d1-4c0b-8757-58f67f455a9c · outbound

This paper cites Reflexion: Language agents with verbal reinforcement learning.

What Predicts Correctness in Text-to-SQL? A Selective-Prediction Study Reflexion: Language agents with verbal reinforcement learning

Reference 35

Resolution: verified fuzzy; raw_fallback, observed 2026-07-10T21:07:37.556743Z

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 f873d3ac-b402-4373-9146-16a82c5d4034 · outbound

This paper cites Reliable text-to-sql with adaptive abstention.

What Predicts Correctness in Text-to-SQL? A Selective-Prediction Study Reliable text-to-sql with adaptive abstention

Reference 36

Resolution: verified fuzzy; raw_fallback, observed 2026-07-10T21:07:37.635565Z

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 c587699c-475f-4055-bfda-0f3b514ccc01 · outbound

This paper cites Rat-sql: Relation-aware schema encoding and linking for text-to-sql parsers.

What Predicts Correctness in Text-to-SQL? A Selective-Prediction Study Rat-sql: Relation-aware schema encoding and linking for text-to-sql parsers

Reference 37

Resolution: verified fuzzy; raw_fallback, observed 2026-07-10T21:07:37.767307Z

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 04545aca-023c-4c57-9d7c-6b0fd6be865f · outbound

This paper cites MAC-SQL : A multi-agent collaborative framework for text-to-sql.

What Predicts Correctness in Text-to-SQL? A Selective-Prediction Study MAC-SQL : A multi-agent collaborative framework for text-to-sql

Reference 38

Resolution: verified fuzzy; raw_fallback, observed 2026-07-10T21:07:37.699264Z

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 1120519e-482b-4898-ba5a-24e367b3ba9a · outbound

This paper cites Self-consistency improves chain of thought reasoning in language models.

What Predicts Correctness in Text-to-SQL? A Selective-Prediction Study Self-consistency improves chain of thought reasoning in language models

Reference 39

Resolution: verified fuzzy; raw_fallback, observed 2026-07-10T21:07:37.604767Z

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 cadc180a-228a-4c5d-9d45-23f7ad5eed46 · outbound

This paper cites Spider: A large-scale human-labeled dataset for complex and cross-domain semantic parsing and text-to-sql task.

What Predicts Correctness in Text-to-SQL? A Selective-Prediction Study Spider: A large-scale human-labeled dataset for complex and cross-domain semantic parsing and text-to-sql task

Reference 40

Resolution: verified fuzzy; raw_fallback, observed 2026-07-10T21:07:37.620357Z

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 73dbfb92-00cc-4752-8a05-289370d8e23d · inbound

Metadata Reconstruction from Values Alone: Recovering Column Semantics in Undocumented Warehouses cites this paper.

Metadata Reconstruction from Values Alone: Recovering Column Semantics in Undocumented Warehouses What Predicts Correctness in Text-to-SQL? A Selective-Prediction Study

Reference 23

Resolution: verified exact; local_arxiv, observed 2026-08-12T00:45:28.018638Z

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.