Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-07-13T13:49:52.461419Z
Paper Citation Record · LEDGER
As of 4 August 2026, this Paper Citation Record lists 49 of 49 outbound references and 1 inbound Pith citation observation for arXiv:2604.02444.
A citation records a reference. It does not transfer a finding from one paper to another.
Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-07-13T13:49:52.461419Z
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-04T06:34:03.388597+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links, observed 2026-07-01T05:29:08.391011Z
A source-named dated measurement, never combined with another source.
Source: pith, observed 2026-07-01T10:25:42.197480Z
49 of 49 outbound references displayed
External citation measurements
No source-named external measurement is stored.
Observation fa12a535-57ff-4746-a51a-dea77e739981 · outbound
From Textual Columns to Query Plans: A Unified Relational-Semantic Execution Framework for Hybrid Query Processing In 2021 IEEE 37th International Conference on Data Engineering (ICDE), pages 984–995
Reference 1
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation f88a7fa9-411e-42c0-9617-1de0f14e7560 · outbound
From Textual Columns to Query Plans: A Unified Relational-Semantic Execution Framework for Hybrid Query Processing P Griffiths Selinger, Morton M Astrahan, Donald D Chamberlin, Raymond A Lorie, and Thomas G Price
Reference 2
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 094e8f48-1385-4353-b051-457730bf5601 · outbound
From Textual Columns to Query Plans: A Unified Relational-Semantic Execution Framework for Hybrid Query Processing Large Language Model-Enhanced Relational Operators: Taxonomy, Benchmark, and Analysis
Reference 3
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 41deebc0-1fd9-4bbd-8488-3a48d0998c76 · outbound
From Textual Columns to Query Plans: A Unified Relational-Semantic Execution Framework for Hybrid Query Processing Qwen3 Technical Report
Reference 4
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 93b7179b-7531-4501-a940-21e3cbf5e9d1 · outbound
From Textual Columns to Query Plans: A Unified Relational-Semantic Execution Framework for Hybrid Query Processing Seq2SQL: Generating Structured Queries from Natural Language using Reinforcement Learning
Reference 5
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation f0ed6906-9adf-4969-abe1-4a05935f46e4 · outbound
From Textual Columns to Query Plans: A Unified Relational-Semantic Execution Framework for Hybrid Query Processing Return rows from�
Reference 6
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 10e45105-7636-48a2-9510-200d254312d8 · outbound
From Textual Columns to Query Plans: A Unified Relational-Semantic Execution Framework for Hybrid Query Processing Unresolved cited work
Reference 7
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation ff53358c-9eff-42b3-967e-e6813d3d1169 · outbound
From Textual Columns to Query Plans: A Unified Relational-Semantic Execution Framework for Hybrid Query Processing Unresolved cited work
Reference 8
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 6fba193a-eac5-4dd2-b260-9b7a4c70115d · outbound
Reference 9
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 6ee922d8-a9ce-4f03-90e0-7f1459459a95 · outbound
From Textual Columns to Query Plans: A Unified Relational-Semantic Execution Framework for Hybrid Query Processing Unresolved cited work
Reference 10
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation c4fbe76d-f633-4209-a052-aff2c993e527 · outbound
From Textual Columns to Query Plans: A Unified Relational-Semantic Execution Framework for Hybrid Query Processing Unresolved cited work
Reference 11
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 720e546f-6362-4e3f-b939-9cc45517a0a7 · outbound
From Textual Columns to Query Plans: A Unified Relational-Semantic Execution Framework for Hybrid Query Processing Return rows from [Table_Name]
Reference 12
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 4a19013e-0112-456c-a702-5490df3d066e · outbound
From Textual Columns to Query Plans: A Unified Relational-Semantic Execution Framework for Hybrid Query Processing Return rows from [Previous_Step_ID] where [Column_Name_1] [Operator] [Value/Column_Name_2]
Reference 13
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation d3c5f3d9-121f-4bd6-a0bc-399bfb18c84b · outbound
From Textual Columns to Query Plans: A Unified Relational-Semantic Execution Framework for Hybrid Query Processing Return [Column_Names] of [Previous_Step_ID], calculating [Expression] if needed
Reference 14
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation b2e92964-2607-4317-b301-4ea1dee669f6 · outbound
From Textual Columns to Query Plans: A Unified Relational-Semantic Execution Framework for Hybrid Query Processing Return [Agg_Func] of [Target_Column] grouped by [Grouping_Column] from [Previous_Step_ID]
Reference 15
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation c015775e-be0f-47a5-a5a2-bdbf1110ac82 · outbound
From Textual Columns to Query Plans: A Unified Relational-Semantic Execution Framework for Hybrid Query Processing Return [Previous_Step_ID] sorted by [Column_Name] [ASC/DESC]
Reference 16
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 67e616cc-0494-41ba-a72d-b02476258209 · outbound
From Textual Columns to Query Plans: A Unified Relational-Semantic Execution Framework for Hybrid Query Processing Return the top [N] rows from [Previous_Step_ID]
Reference 17
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation a96ad0e6-0575-4aef-8543-e37152e788b4 · outbound
From Textual Columns to Query Plans: A Unified Relational-Semantic Execution Framework for Hybrid Query Processing Return combined rows from [Previous_Step_ID_1] and [ Previous_Step_ID_2] where [Join_Condition] matches
Reference 18
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation ac6065a6-48fc-4291-b5d9-348002dc6809 · outbound
From Textual Columns to Query Plans: A Unified Relational-Semantic Execution Framework for Hybrid Query Processing Return the [Union/Intersection/Difference] of [Previous_Step_ID_1] and [Previous_Step_ID_2]
Reference 19
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation bf0e0683-8766-44bb-a40a-3f2d964817d3 · outbound
From Textual Columns to Query Plans: A Unified Relational-Semantic Execution Framework for Hybrid Query Processing Return unique rows from [Previous_Step_ID] based on [Column_Names]
Reference 20
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation e4307146-06b8-475f-9d81-ba7abf3537ba · outbound
From Textual Columns to Query Plans: A Unified Relational-Semantic Execution Framework for Hybrid Query Processing Return [Previous_Step_ID] with new column [New_Column_Name] derived from [Input_Columns] by [Instruction]
Reference 21
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 07f60fcf-ddd4-4fc2-b397-faff857e7629 · outbound
From Textual Columns to Query Plans: A Unified Relational-Semantic Execution Framework for Hybrid Query Processing Return rows from [Previous_Step_ID] satisfying the semantic condition : [Instruction]
Reference 22
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 1f8e05bd-0433-41d8-aed8-629f8402069f · outbound
From Textual Columns to Query Plans: A Unified Relational-Semantic Execution Framework for Hybrid Query Processing Return combined rows from [Previous_Step_ID_1] and [ Previous_Step_ID_2] using semantic matching logic: [Instruction]
Reference 23
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation a6bde210-7ccc-4244-9bcc-00eda2f9d8c6 · outbound
From Textual Columns to Query Plans: A Unified Relational-Semantic Execution Framework for Hybrid Query Processing Return a summary of [Target_Column] grouped by [Grouping_Column] from [Previous_Step_ID] using instruction: [Instruction]
Reference 24
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 35d030cc-9590-4852-a944-3369fbb1e577 · outbound
From Textual Columns to Query Plans: A Unified Relational-Semantic Execution Framework for Hybrid Query Processing Unresolved cited work
Reference 25
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 45c89062-2893-4e84-948c-5aab1ba3cf3f · outbound
From Textual Columns to Query Plans: A Unified Relational-Semantic Execution Framework for Hybrid Query Processing Unresolved cited work
Reference 26
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation a2dc77bc-e882-468e-a6fb-f96a1adc4adf · outbound
From Textual Columns to Query Plans: A Unified Relational-Semantic Execution Framework for Hybrid Query Processing Semantically cross-reference user terms with values in <data_preview>
Reference 27
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation efbcc1b8-50c5-47d0-acfa-23658681ebcd · outbound
From Textual Columns to Query Plans: A Unified Relational-Semantic Execution Framework for Hybrid Query Processing Unresolved cited work
Reference 28
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation fc43dba4-9a5d-4d93-8d5c-ce9c14a1187b · outbound
From Textual Columns to Query Plans: A Unified Relational-Semantic Execution Framework for Hybrid Query Processing plans": [ {{
Reference 29
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 6350bb5f-2568-4948-896d-028bf6fdbccd · outbound
From Textual Columns to Query Plans: A Unified Relational-Semantic Execution Framework for Hybrid Query Processing Unresolved cited work
Reference 30
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 9ac1b21e-8512-4513-8a43-97d3be4d0484 · outbound
From Textual Columns to Query Plans: A Unified Relational-Semantic Execution Framework for Hybrid Query Processing Unresolved cited work
Reference 31
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 7ca0115e-e95f-497c-b613-993c93dde2c6 · outbound
From Textual Columns to Query Plans: A Unified Relational-Semantic Execution Framework for Hybrid Query Processing so it forms a result table
Reference 32
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation a3d5e015-cdac-4309-8468-33b973cf76a1 · outbound
From Textual Columns to Query Plans: A Unified Relational-Semantic Execution Framework for Hybrid Query Processing Unresolved cited work
Reference 33
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation fb47cb08-8638-42e7-bbe5-d2fda170c017 · outbound
From Textual Columns to Query Plans: A Unified Relational-Semantic Execution Framework for Hybrid Query Processing Unresolved cited work
Reference 34
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation b91f8ff1-1e5c-47c3-80ee-5e01ebae0221 · outbound
From Textual Columns to Query Plans: A Unified Relational-Semantic Execution Framework for Hybrid Query Processing Unresolved cited work
Reference 35
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 828317f9-76e6-4700-a7ff-62913b5e6328 · outbound
Reference 36
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 5531ca57-1c90-400a-a97d-35ba4c26c893 · outbound
From Textual Columns to Query Plans: A Unified Relational-Semantic Execution Framework for Hybrid Query Processing Row order does not matter unless the question explicitly asks for a ranking (e.g., "top 10")
Reference 37
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 4ff808fa-df02-4757-93e4-76eaf6139611 · outbound
Reference 38
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Unavailable: canonical work link unavailable.
Observation fff04626-3434-4e19-a531-c86f4c1960d4 · outbound
From Textual Columns to Query Plans: A Unified Relational-Semantic Execution Framework for Hybrid Query Processing Unresolved cited work
Reference 39
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 21cd302b-9df5-4393-8885-e14e8ce849b6 · outbound
From Textual Columns to Query Plans: A Unified Relational-Semantic Execution Framework for Hybrid Query Processing The answer is 50
Reference 40
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 6dea7ad6-38e9-470b-ba18-5b13a7fa7ce4 · outbound
From Textual Columns to Query Plans: A Unified Relational-Semantic Execution Framework for Hybrid Query Processing ### GROUND-TRUTH ### {ground_truth} ### PREDICTION ### {prediction} ### GUIDELINES ### Think step-by-step:
Reference 41
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Unavailable: canonical work link unavailable.
Observation 1ba398b8-d781-4646-b01c-ff62384b0b30 · outbound
From Textual Columns to Query Plans: A Unified Relational-Semantic Execution Framework for Hybrid Query Processing Unresolved cited work
Reference 42
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Unavailable: canonical work link unavailable.
Observation f155d91f-cda7-4ea6-8d01-8b39f287f43b · outbound
From Textual Columns to Query Plans: A Unified Relational-Semantic Execution Framework for Hybrid Query Processing Unresolved cited work
Reference 43
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 65f46a03-d05f-475a-ab7e-b0a7b54d47d4 · outbound
Reference 44
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation d2ba6b77-df53-49b5-bc97-bc8d611fca7c · outbound
From Textual Columns to Query Plans: A Unified Relational-Semantic Execution Framework for Hybrid Query Processing Unresolved cited work
Reference 45
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 40624b72-071f-417f-9d93-4f1fe35b8eed · outbound
From Textual Columns to Query Plans: A Unified Relational-Semantic Execution Framework for Hybrid Query Processing Unresolved cited work
Reference 46
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 7cf3c8c3-fac3-475c-a194-f7ffb8ff5a67 · outbound
From Textual Columns to Query Plans: A Unified Relational-Semantic Execution Framework for Hybrid Query Processing Unresolved cited work
Reference 47
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 007ebd70-1e79-49fc-a43f-6400ad6f37e0 · outbound
From Textual Columns to Query Plans: A Unified Relational-Semantic Execution Framework for Hybrid Query Processing Unresolved cited work
Reference 48
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation cdc56561-47e5-49b7-a528-a0a58a23f552 · outbound
From Textual Columns to Query Plans: A Unified Relational-Semantic Execution Framework for Hybrid Query Processing No explanation
Reference 49
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 3c008e8f-10a5-42c8-bbc7-22486c51f2e2 · inbound
Large Databases Need Small, Open-Weight Language Models From Textual Columns to Query Plans: A Unified Relational-Semantic Execution Framework for Hybrid Query Processing
Reference 51
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.