Paper Citation Record · LEDGER

TAHOE: Text-to-SQL with Automated Hint Optimization from Experience

As of 20 August 2026, this Paper Citation Record lists 20 of 20 outbound references and 1 inbound Pith citation observation for arXiv:2606.12387.

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

pith.paper-citation-record.v1
2606.12387 v1

Coverage vector

measured 20 of 20 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-06-27T07:28:32.185178Z

measured 21 of 21 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-20T06:33:59.587034+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-10T12:45:16.596179Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-08-10T12:45:17.448117Z

Reference resolution

20 of 20 outbound references displayed

verified exact10
verified fuzzy0
unresolved7
parse uncertain0
malformed identifier0
metadata mismatch3

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation cc258a88-df68-4a94-bbe6-cc2ee8eadaa1 · outbound

This paper cites Snowflake dialect adaptation of the Spider 2.0 dataset, used for realistic Text-to-SQL evaluation.

TAHOE: Text-to-SQL with Automated Hint Optimization from Experience Snowflake dialect adaptation of the Spider 2.0 dataset, used for realistic Text-to-SQL evaluation

Reference 1

Resolution: unresolved; no resolver link, observed 2026-06-27T07:28:32.185178Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 98ac0a4d-b126-400d-a373-2caab294feb7 · outbound

This paper cites GEPA: Reflective Prompt Evolution Can Outperform Reinforcement Learning.

TAHOE: Text-to-SQL with Automated Hint Optimization from Experience GEPA: Reflective Prompt Evolution Can Outperform Reinforcement Learning

Reference 2

Resolution: verified exact; local_arxiv, observed 2026-07-03T13:48:21.402005Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 58fa08fa-e776-4665-ba74-38c0771a1153 · outbound

This paper cites Mem0: Building Production-Ready AI Agents with Scalable Long-Term Memory.

TAHOE: Text-to-SQL with Automated Hint Optimization from Experience Mem0: Building Production-Ready AI Agents with Scalable Long-Term Memory

Reference 3

Resolution: verified exact; local_arxiv, observed 2026-07-03T13:48:21.404606Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 846fd51d-08a7-444b-ba7f-b86e2b43da45 · outbound

This paper cites Text-to-SQL Empowered by Large Language Models: A Benchmark Evaluation.

TAHOE: Text-to-SQL with Automated Hint Optimization from Experience Text-to-SQL Empowered by Large Language Models: A Benchmark Evaluation

Reference 4

Resolution: metadata mismatch; arxiv_id, observed 2026-07-03T13:48:21.388562Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 4c5a0153-6c63-4ee3-abbb-9277b0c1dce5 · outbound

This paper cites Sqlgenie: A practical llm based system for reliable and efficient sql generation.

TAHOE: Text-to-SQL with Automated Hint Optimization from Experience Sqlgenie: A practical llm based system for reliable and efficient sql generation

Reference 5

Resolution: unresolved; no resolver link, observed 2026-06-27T07:28:32.185178Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 91ef1956-c446-4c6c-8710-928fd97b0845 · outbound

This paper cites Balancing Content Size in RAG-Text2SQL System.

TAHOE: Text-to-SQL with Automated Hint Optimization from Experience Balancing Content Size in RAG-Text2SQL System

Reference 6

Resolution: verified exact; arxiv_id, observed 2026-07-03T13:48:21.396545Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 69a8ad75-c7ce-4d56-8739-28caa3bd7dab · outbound

This paper cites ChatDB: Augmenting LLMs with Databases as Their Symbolic Memory.

TAHOE: Text-to-SQL with Automated Hint Optimization from Experience ChatDB: Augmenting LLMs with Databases as Their Symbolic Memory

Reference 7

Resolution: verified exact; arxiv_id, observed 2026-07-03T13:48:21.390947Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 244b098f-be70-45f6-a4d7-0a861ba20656 · outbound

This paper cites MemGPT: Towards LLMs as Operating Systems.

TAHOE: Text-to-SQL with Automated Hint Optimization from Experience MemGPT: Towards LLMs as Operating Systems

Reference 8

Resolution: verified exact; local_arxiv, observed 2026-07-03T13:48:21.385917Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 2ce23fb8-5ec3-4746-9214-d0011ec1b925 · outbound

This paper cites Generative agents: Interactive simulacra of human behavior.

TAHOE: Text-to-SQL with Automated Hint Optimization from Experience Generative agents: Interactive simulacra of human behavior

Reference 9

Resolution: unresolved; no resolver link, observed 2026-06-27T07:28:32.185178Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 984e8433-fbcd-475d-a483-88d0009c553d · outbound

This paper cites Din-sql: Decomposed in-context learning of text-to-sql with self-correction.Advances in Neural Information Processing Systems, 36:36339–36348, 2023.

TAHOE: Text-to-SQL with Automated Hint Optimization from Experience Din-sql: Decomposed in-context learning of text-to-sql with self-correction.Advances in Neural Information Processing Systems, 36:36339–36348, 2023

Reference 10

Resolution: unresolved; no resolver link, observed 2026-06-27T07:28:32.185178Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9cb2e663-c8d6-4b7a-b51e-25dfa0729bdd · outbound

This paper cites Reasoning-SQL: Reinforcement Learning with SQL Tailored Partial Rewards for Reasoning-Enhanced Text-to-SQL.

TAHOE: Text-to-SQL with Automated Hint Optimization from Experience Reasoning-SQL: Reinforcement Learning with SQL Tailored Partial Rewards for Reasoning-Enhanced Text-to-SQL

Reference 11

Resolution: metadata mismatch; arxiv_id, observed 2026-07-03T13:48:21.383418Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation a39b3b0b-5d08-4fb1-84a1-411370f9e410 · outbound

This paper cites Automatic Prompt Optimization with "Gradient Descent" and Beam Search.

TAHOE: Text-to-SQL with Automated Hint Optimization from Experience Automatic Prompt Optimization with "Gradient Descent" and Beam Search

Reference 12

Resolution: metadata mismatch; arxiv_id, observed 2026-07-03T13:48:21.407189Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation e05e5767-3b77-4222-9baa-52ed1ffc02d4 · outbound

This paper cites Direct preference optimization: Your language model is secretly a reward model.Advances in neural information processing systems, 36:53728–53741, 2023.

TAHOE: Text-to-SQL with Automated Hint Optimization from Experience Direct preference optimization: Your language model is secretly a reward model.Advances in neural information processing systems, 36:53728–53741, 2023

Reference 13

Resolution: unresolved; no resolver link, observed 2026-06-27T07:28:32.185178Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6d31c905-58a1-4c09-953b-e591d97c6b82 · outbound

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

TAHOE: Text-to-SQL with Automated Hint Optimization from Experience PICARD: Parsing Incrementally for Constrained Auto-Regressive Decoding from Language Models

Reference 14

Resolution: verified exact; arxiv_id, observed 2026-07-03T13:48:21.393539Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 36fccc28-17b6-45ed-8e43-03105ef68d57 · outbound

This paper cites AutoHint: Automatic Prompt Optimization with Hint Generation.

TAHOE: Text-to-SQL with Automated Hint Optimization from Experience AutoHint: Automatic Prompt Optimization with Hint Generation

Reference 15

Resolution: verified exact; arxiv_id, observed 2026-07-03T13:48:21.399467Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 0e508bae-0237-47e2-afcd-aa5f671605d1 · outbound

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

TAHOE: Text-to-SQL with Automated Hint Optimization from Experience Rat-sql: Relation-aware schema encoding and linking for text-to-sql parsers

Reference 16

Resolution: unresolved; no resolver link, observed 2026-06-27T07:28:32.185178Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 048ba0b6-4afe-410c-bfa9-d73e9391ada6 · outbound

This paper cites Agentar-scale-sql: Advancing text-to-sql through orchestrated test-time scaling.

TAHOE: Text-to-SQL with Automated Hint Optimization from Experience Agentar-scale-sql: Advancing text-to-sql through orchestrated test-time scaling

Reference 17

Resolution: verified exact; arxiv_id, observed 2026-07-03T13:48:21.409658Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 1466e509-4979-4439-98ef-f09ff5a7f3b4 · outbound

This paper cites Qwen3 Technical Report.

TAHOE: Text-to-SQL with Automated Hint Optimization from Experience Qwen3 Technical Report

Reference 18

Resolution: verified exact; local_arxiv, observed 2026-07-03T13:48:21.412017Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation c61dcbc2-ce05-40db-959d-7db47c07898e · outbound

This paper cites SyntaxSQLNet: Syntax Tree Networks for Complex and Cross-DomainText-to-SQL Task.

TAHOE: Text-to-SQL with Automated Hint Optimization from Experience SyntaxSQLNet: Syntax Tree Networks for Complex and Cross-DomainText-to-SQL Task

Reference 19

Resolution: verified exact; local_arxiv, observed 2026-07-03T13:48:21.414303Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 8cc165f5-c7c6-4e9b-a2c0-2cbe3a7eb16e · outbound

This paper cites <Phrase-or ’GLOBAL’>::<Category>::<running number>.

TAHOE: Text-to-SQL with Automated Hint Optimization from Experience <Phrase-or ’GLOBAL’>::<Category>::<running number>

Reference 20

Resolution: unresolved; no resolver link, observed 2026-06-27T07:28:32.185178Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

Observation 2cec0b21-61a4-4ff2-b02c-ea098dcd1b87 · inbound

From Test-Time Scaling to Reusable Memory: Measuring Crystallization in Text-to-SQL cites this paper.

From Test-Time Scaling to Reusable Memory: Measuring Crystallization in Text-to-SQL TAHOE: Text-to-SQL with Automated Hint Optimization from Experience

Reference 10

Resolution: verified exact; local_arxiv, observed 2026-08-10T12:45:17.452358Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.