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Paper Citation Record · LEDGER

From Textual Columns to Query Plans: A Unified Relational-Semantic Execution Framework for Hybrid Query Processing

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.

pith.paper-citation-record.v1
2604.02444 v2

Coverage vector

measured 49 of 49 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-07-13T13:49:52.461419Z

measured 50 of 50 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-04T06:34:03.388597+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-07-01T05:29:08.391011Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-07-01T10:25:42.197480Z

Reference resolution

49 of 49 outbound references displayed

  • verified exact0
  • verified fuzzy0
  • unresolved48
  • parse uncertain1
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation fa12a535-57ff-4746-a51a-dea77e739981 · outbound

This paper cites In 2021 IEEE 37th International Conference on Data Engineering (ICDE), pages 984–995.

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

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no resolver link, observed 2026-07-13T13:49:52.461419Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-13T13:49:52.461419Z digest=sha256:fd2c9cbb529fa9cb3a7931d05d15f089082c2fd9da36df60cef14d5401990385

Observation f88a7fa9-411e-42c0-9617-1de0f14e7560 · outbound

This paper cites P Griffiths Selinger, Morton M Astrahan, Donald D Chamberlin, Raymond A Lorie, and Thomas G Price.

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

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no resolver link, observed 2026-07-13T13:49:52.461419Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-13T13:49:52.461419Z digest=sha256:7ab3f9a1f756d13fa3eaa25c9dcacfbdcd6abbf67208a07aa1b3f0ad414ed680

Observation 094e8f48-1385-4353-b051-457730bf5601 · outbound

This paper cites Large Language Model-Enhanced Relational Operators: Taxonomy, Benchmark, and Analysis.

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

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no resolver link, observed 2026-07-13T13:49:52.461419Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-13T13:49:52.461419Z digest=sha256:a53281d71db68511be5502c4a0d58e9b5d0f60fafe5245cb8c19497b51cd4c3a

Observation 41deebc0-1fd9-4bbd-8488-3a48d0998c76 · outbound

This paper cites Qwen3 Technical Report.

From Textual Columns to Query Plans: A Unified Relational-Semantic Execution Framework for Hybrid Query Processing Qwen3 Technical Report

Reference 4

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no resolver link, observed 2026-07-13T13:49:52.461419Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-13T13:49:52.461419Z digest=sha256:2df74a250289f36603d1cbb8e5ec288154044efde186ffe5c6b70fe120bf5577

Observation 93b7179b-7531-4501-a940-21e3cbf5e9d1 · outbound

This paper cites Seq2SQL: Generating Structured Queries from Natural Language using Reinforcement Learning.

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

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-13T13:49:52.461419Z digest=sha256:bc026fca38815cfbc4c241f7992486f49c53d575ba26e7e3afa9b8c9c812d67a

Observation f0ed6906-9adf-4969-abe1-4a05935f46e4 · outbound

This paper cites Return rows from�.

From Textual Columns to Query Plans: A Unified Relational-Semantic Execution Framework for Hybrid Query Processing Return rows from�

Reference 6

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no resolver link, observed 2026-07-13T13:49:52.461419Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-13T13:49:52.461419Z digest=sha256:daa353d394e4b50fc0f5aa28024cdb14c3e70900da0637fe9629e7fc46475f08

Observation 10e45105-7636-48a2-9510-200d254312d8 · outbound

This paper cites an unresolved cited work.

From Textual Columns to Query Plans: A Unified Relational-Semantic Execution Framework for Hybrid Query Processing Unresolved cited work

Reference 7

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no resolver link, observed 2026-07-13T13:49:52.461419Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-13T13:49:52.461419Z digest=sha256:7ef2d79b4b47717e9917531a729124ec3b7ec277d1d03517d5464fbfb5d8a31e

Observation ff53358c-9eff-42b3-967e-e6813d3d1169 · outbound

This paper cites an unresolved cited work.

From Textual Columns to Query Plans: A Unified Relational-Semantic Execution Framework for Hybrid Query Processing Unresolved cited work

Reference 8

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no resolver link, observed 2026-07-13T13:49:52.461419Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-13T13:49:52.461419Z digest=sha256:09b25c6569476355398f26e004f720b4699c45203e1e780fdd7ecf0a4afcafbf

Observation 6fba193a-eac5-4dd2-b260-9b7a4c70115d · outbound

This paper cites recent",.

From Textual Columns to Query Plans: A Unified Relational-Semantic Execution Framework for Hybrid Query Processing recent",

Reference 9

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-13T13:49:52.461419Z digest=sha256:84b42be244a9eaa2a430e7912f290b8469c396ddc153aff1a597f4653884ce4b

Observation 6ee922d8-a9ce-4f03-90e0-7f1459459a95 · outbound

This paper cites an unresolved cited work.

From Textual Columns to Query Plans: A Unified Relational-Semantic Execution Framework for Hybrid Query Processing Unresolved cited work

Reference 10

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-13T13:49:52.461419Z digest=sha256:55fc506cd3da87a83aebc57a75062070423d7f306d29b134ac3ec809a08c60bd

Observation c4fbe76d-f633-4209-a052-aff2c993e527 · outbound

This paper cites an unresolved cited work.

From Textual Columns to Query Plans: A Unified Relational-Semantic Execution Framework for Hybrid Query Processing Unresolved cited work

Reference 11

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-13T13:49:52.461419Z digest=sha256:c0675141bcede315b4ae3f596abca255c3748fe34038d6bd55c18994b4fbc6cd

Observation 720e546f-6362-4e3f-b939-9cc45517a0a7 · outbound

This paper cites Return rows from [Table_Name].

From Textual Columns to Query Plans: A Unified Relational-Semantic Execution Framework for Hybrid Query Processing Return rows from [Table_Name]

Reference 12

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-13T13:49:52.461419Z digest=sha256:2f3b36e4e5883e7b72b694e30c6884c6cfe72f0ed55c0f5fc9c5cf37a64dbb94

Observation 4a19013e-0112-456c-a702-5490df3d066e · outbound

This paper cites Return rows from [Previous_Step_ID] where [Column_Name_1] [Operator] [Value/Column_Name_2].

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

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no resolver link, observed 2026-07-13T13:49:52.461419Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-13T13:49:52.461419Z digest=sha256:25c500662330340a809657e1f482163b148096d1a38ca488a486c46b9453ea49

Observation d3c5f3d9-121f-4bd6-a0bc-399bfb18c84b · outbound

This paper cites Return [Column_Names] of [Previous_Step_ID], calculating [Expression] if needed.

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

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no resolver link, observed 2026-07-13T13:49:52.461419Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-13T13:49:52.461419Z digest=sha256:d9cbe68fb710b9a91f445fbb120d5dd242ddd0a502871b94da5729a805ee7c3f

Observation b2e92964-2607-4317-b301-4ea1dee669f6 · outbound

This paper cites Return [Agg_Func] of [Target_Column] grouped by [Grouping_Column] from [Previous_Step_ID].

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

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no resolver link, observed 2026-07-13T13:49:52.461419Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-13T13:49:52.461419Z digest=sha256:91aea8902c824dcb432979191fbb893e1f85d1c92c4d2e1e58992f0da05b15c9

Observation c015775e-be0f-47a5-a5a2-bdbf1110ac82 · outbound

This paper cites Return [Previous_Step_ID] sorted by [Column_Name] [ASC/DESC].

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

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no resolver link, observed 2026-07-13T13:49:52.461419Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-13T13:49:52.461419Z digest=sha256:fb11e44b2a05779d3976b9d10f9c69e19b958161119e0a35c6232c4d8a782764

Observation 67e616cc-0494-41ba-a72d-b02476258209 · outbound

This paper cites Return the top [N] rows from [Previous_Step_ID].

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

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no resolver link, observed 2026-07-13T13:49:52.461419Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-13T13:49:52.461419Z digest=sha256:ad25fde7f103c62be76c38dfc80c44bf0725be2974dd6e1cd5a6e5bcdfc035ef

Observation a96ad0e6-0575-4aef-8543-e37152e788b4 · outbound

This paper cites Return combined rows from [Previous_Step_ID_1] and [ Previous_Step_ID_2] where [Join_Condition] matches.

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

Resolution
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no resolver link, observed 2026-07-13T13:49:52.461419Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-13T13:49:52.461419Z digest=sha256:f81c06a6785568ea05cfdc110d109259e666195b6033e26317bc9860c5c77f70

Observation ac6065a6-48fc-4291-b5d9-348002dc6809 · outbound

This paper cites Return the [Union/Intersection/Difference] of [Previous_Step_ID_1] and [Previous_Step_ID_2].

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

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no resolver link, observed 2026-07-13T13:49:52.461419Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-13T13:49:52.461419Z digest=sha256:f2aa7f777e0473d0f18a3057af0854719b14aff9a98880bbac47688983cb4899

Observation bf0e0683-8766-44bb-a40a-3f2d964817d3 · outbound

This paper cites Return unique rows from [Previous_Step_ID] based on [Column_Names].

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

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no resolver link, observed 2026-07-13T13:49:52.461419Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-13T13:49:52.461419Z digest=sha256:bc2f9786e5299ef31f25efb7e9b441f2a0aea78be8242f480de319a11d173674

Observation e4307146-06b8-475f-9d81-ba7abf3537ba · outbound

This paper cites Return [Previous_Step_ID] with new column [New_Column_Name] derived from [Input_Columns] by [Instruction].

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

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no resolver link, observed 2026-07-13T13:49:52.461419Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-13T13:49:52.461419Z digest=sha256:f95f1c59cbe08e8926bfc02f93c04b1a57f4579d6ad3cb33625d9ae5330001be

Observation 07f60fcf-ddd4-4fc2-b397-faff857e7629 · outbound

This paper cites Return rows from [Previous_Step_ID] satisfying the semantic condition : [Instruction].

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

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no resolver link, observed 2026-07-13T13:49:52.461419Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-13T13:49:52.461419Z digest=sha256:492efa384f3fa5898b11de16b1b9f675bcd123fdba6e68b412cf38a399120ec1

Observation 1f8e05bd-0433-41d8-aed8-629f8402069f · outbound

This paper cites Return combined rows from [Previous_Step_ID_1] and [ Previous_Step_ID_2] using semantic matching logic: [Instruction].

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

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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-13T13:49:52.461419Z digest=sha256:9b2c87da988eea78cc7c61c4f1eabdfecb432847a2b1ed7cc50613b5ab9ade44

Observation a6bde210-7ccc-4244-9bcc-00eda2f9d8c6 · outbound

This paper cites Return a summary of [Target_Column] grouped by [Grouping_Column] from [Previous_Step_ID] using instruction: [Instruction].

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

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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-13T13:49:52.461419Z digest=sha256:af90f03d07ee47dbdabfcd040f9af4742b05cb9cada4eb0042ca2f76532d65a6

Observation 35d030cc-9590-4852-a944-3369fbb1e577 · outbound

This paper cites an unresolved cited work.

From Textual Columns to Query Plans: A Unified Relational-Semantic Execution Framework for Hybrid Query Processing Unresolved cited work

Reference 25

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no resolver link, observed 2026-07-13T13:49:52.461419Z

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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-13T13:49:52.461419Z digest=sha256:b35c2977cd22b095918da3f471040b0c2d86c10128af53d2d17ca2cf4d37b860

Observation 45c89062-2893-4e84-948c-5aab1ba3cf3f · outbound

This paper cites an unresolved cited work.

From Textual Columns to Query Plans: A Unified Relational-Semantic Execution Framework for Hybrid Query Processing Unresolved cited work

Reference 26

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-13T13:49:52.461419Z digest=sha256:981be512bfd7dafcdb37237087f3f49164375671fc0e52013bec7de4bb03ff7b

Observation a2dc77bc-e882-468e-a6fb-f96a1adc4adf · outbound

This paper cites Semantically cross-reference user terms with values in <data_preview>.

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

Resolution
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no resolver link, observed 2026-07-13T13:49:52.461419Z

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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-13T13:49:52.461419Z digest=sha256:dbaba3857a8b9165ad14cfbf05d0c4df0f95564814ab37bbb8907c27f212798f

Observation efbcc1b8-50c5-47d0-acfa-23658681ebcd · outbound

This paper cites an unresolved cited work.

From Textual Columns to Query Plans: A Unified Relational-Semantic Execution Framework for Hybrid Query Processing Unresolved cited work

Reference 28

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unresolved
no resolver link, observed 2026-07-13T13:49:52.461419Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-13T13:49:52.461419Z digest=sha256:8714da8c4fb464cd221f1ad5c50077bfdee5c9d5eebaa133e602c8a2f8c85706

Observation fc43dba4-9a5d-4d93-8d5c-ce9c14a1187b · outbound

This paper cites plans": [ {{.

From Textual Columns to Query Plans: A Unified Relational-Semantic Execution Framework for Hybrid Query Processing plans": [ {{

Reference 29

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-13T13:49:52.461419Z digest=sha256:313c8f24bdcf642e7d80ca11e6e85d974f9e207b701fa26e608197a69c3b1b1d

Observation 6350bb5f-2568-4948-896d-028bf6fdbccd · outbound

This paper cites an unresolved cited work.

From Textual Columns to Query Plans: A Unified Relational-Semantic Execution Framework for Hybrid Query Processing Unresolved cited work

Reference 30

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-13T13:49:52.461419Z digest=sha256:f40cd0a2ea8bfe00cd05af62d10565433ec261ec3b15715dea40110df897fa32

Observation 9ac1b21e-8512-4513-8a43-97d3be4d0484 · outbound

This paper cites an unresolved cited work.

From Textual Columns to Query Plans: A Unified Relational-Semantic Execution Framework for Hybrid Query Processing Unresolved cited work

Reference 31

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parse uncertain
no resolver link, observed 2026-07-13T13:49:52.461419Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-13T13:49:52.461419Z digest=sha256:7f10bb4e18dd3f2e1d7e6e595d2f64f72464c7b960be27270eb01fe88166da68

Observation 7ca0115e-e95f-497c-b613-993c93dde2c6 · outbound

This paper cites so it forms a result table.

From Textual Columns to Query Plans: A Unified Relational-Semantic Execution Framework for Hybrid Query Processing so it forms a result table

Reference 32

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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-13T13:49:52.461419Z digest=sha256:245afb6908210cdd32be44e9b217a1dcd10f35ecd14bab15b0f1bc6a58676d6d

Observation a3d5e015-cdac-4309-8468-33b973cf76a1 · outbound

This paper cites an unresolved cited work.

From Textual Columns to Query Plans: A Unified Relational-Semantic Execution Framework for Hybrid Query Processing Unresolved cited work

Reference 33

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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-13T13:49:52.461419Z digest=sha256:c926a42719dd94e1ae3caa3d48aa5bf1f850cb962f4440def9db2ff86809cf72

Observation fb47cb08-8638-42e7-bbe5-d2fda170c017 · outbound

This paper cites an unresolved cited work.

From Textual Columns to Query Plans: A Unified Relational-Semantic Execution Framework for Hybrid Query Processing Unresolved cited work

Reference 34

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-13T13:49:52.461419Z digest=sha256:47f312d1da20b7f0c6e119023c216e6ff00c92be627662715983df8efbf75b47

Observation b91f8ff1-1e5c-47c3-80ee-5e01ebae0221 · outbound

This paper cites an unresolved cited work.

From Textual Columns to Query Plans: A Unified Relational-Semantic Execution Framework for Hybrid Query Processing Unresolved cited work

Reference 35

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-13T13:49:52.461419Z digest=sha256:08915dcdb40c29e006af6175a40b62b58d62757b947bd2de21cdc88f9b57171a

Observation 828317f9-76e6-4700-a7ff-62913b5e6328 · outbound

This paper cites rows": [ {.

From Textual Columns to Query Plans: A Unified Relational-Semantic Execution Framework for Hybrid Query Processing rows": [ {

Reference 36

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no resolver link, observed 2026-07-13T13:49:52.461419Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-13T13:49:52.461419Z digest=sha256:8bf62c77aab369b8f6cfa5846272ae7d793ec78c7574c1bb5594822a6223a906

Observation 5531ca57-1c90-400a-a97d-35ba4c26c893 · outbound

This paper cites Row order does not matter unless the question explicitly asks for a ranking (e.g., "top 10").

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

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source=pdf_text observed=2026-07-13T13:49:52.461419Z digest=sha256:de714a60e6f19bae3e9527cb32f264918d18a045053c309e669d906d15fff641

Observation 4ff808fa-df02-4757-93e4-76eaf6139611 · outbound

This paper cites 1,000" vs.

From Textual Columns to Query Plans: A Unified Relational-Semantic Execution Framework for Hybrid Query Processing 1,000" vs

Reference 38

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no resolver link, observed 2026-07-13T13:49:52.461419Z

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source=pdf_text observed=2026-07-13T13:49:52.461419Z digest=sha256:ea68c938dea9597ead963a4c3fa9221059c551d16d74112bb713a07c9830c068

Observation fff04626-3434-4e19-a531-c86f4c1960d4 · outbound

This paper cites an unresolved cited work.

From Textual Columns to Query Plans: A Unified Relational-Semantic Execution Framework for Hybrid Query Processing Unresolved cited work

Reference 39

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no resolver link, observed 2026-07-13T13:49:52.461419Z

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source=pdf_text observed=2026-07-13T13:49:52.461419Z digest=sha256:c5a0fc61e9a2f9164b40db46d4ee49458fdd32f5322f304e628ac0983d9e0ba2

Observation 21cd302b-9df5-4393-8885-e14e8ce849b6 · outbound

This paper cites The answer is 50.

From Textual Columns to Query Plans: A Unified Relational-Semantic Execution Framework for Hybrid Query Processing The answer is 50

Reference 40

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no resolver link, observed 2026-07-13T13:49:52.461419Z

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source=pdf_text observed=2026-07-13T13:49:52.461419Z digest=sha256:3c0927092d5cdcd14cc09611254c6e8f84be6869a998dc68ba946dc46ed9c5ce

Observation 6dea7ad6-38e9-470b-ba18-5b13a7fa7ce4 · outbound

This paper cites ### GROUND-TRUTH ### {ground_truth} ### PREDICTION ### {prediction} ### GUIDELINES ### Think step-by-step:.

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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source=pdf_text observed=2026-07-13T13:49:52.461419Z digest=sha256:0524cebbe7641b628481e61538473eded2cb0472f0ce87d6768e805caa19b0c6

Observation 1ba398b8-d781-4646-b01c-ff62384b0b30 · outbound

This paper cites an unresolved cited work.

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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source=pdf_text observed=2026-07-13T13:49:52.461419Z digest=sha256:18d67a8919d30348e5063ed703d00b76428f8604c34359cbeb2044631eb0a415

Observation f155d91f-cda7-4ea6-8d01-8b39f287f43b · outbound

This paper cites an unresolved cited work.

From Textual Columns to Query Plans: A Unified Relational-Semantic Execution Framework for Hybrid Query Processing Unresolved cited work

Reference 43

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no resolver link, observed 2026-07-13T13:49:52.461419Z

Source-reported events for the cited work

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source=pdf_text observed=2026-07-13T13:49:52.461419Z digest=sha256:b0fbb819afd63aa05ef2152c941221450d2bc1fc9bae668afe9cfeff97c2ff0e

Observation 65f46a03-d05f-475a-ab7e-b0a7b54d47d4 · outbound

This paper cites reasoning.

From Textual Columns to Query Plans: A Unified Relational-Semantic Execution Framework for Hybrid Query Processing reasoning

Reference 44

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no resolver link, observed 2026-07-13T13:49:52.461419Z

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source=pdf_text observed=2026-07-13T13:49:52.461419Z digest=sha256:735f55db8ceed563fdda17267cfa1a3d5aa12b54489cb048477e9d8b4efa156a

Observation d2ba6b77-df53-49b5-bc97-bc8d611fca7c · outbound

This paper cites an unresolved cited work.

From Textual Columns to Query Plans: A Unified Relational-Semantic Execution Framework for Hybrid Query Processing Unresolved cited work

Reference 45

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unresolved
no resolver link, observed 2026-07-13T13:49:52.461419Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-13T13:49:52.461419Z digest=sha256:65fdd4f893bad7434773f0d65979f6035afd38707aba008f0d7ae698aada3ac8

Observation 40624b72-071f-417f-9d93-4f1fe35b8eed · outbound

This paper cites an unresolved cited work.

From Textual Columns to Query Plans: A Unified Relational-Semantic Execution Framework for Hybrid Query Processing Unresolved cited work

Reference 46

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unresolved
no resolver link, observed 2026-07-13T13:49:52.461419Z

Source-reported events for the cited work

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source=pdf_text observed=2026-07-13T13:49:52.461419Z digest=sha256:23871f86dc3a84eb06476c9a78ee98ee63e9b84ead96ddcbca945cdf3dcdf772

Observation 7cf3c8c3-fac3-475c-a194-f7ffb8ff5a67 · outbound

This paper cites an unresolved cited work.

From Textual Columns to Query Plans: A Unified Relational-Semantic Execution Framework for Hybrid Query Processing Unresolved cited work

Reference 47

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unresolved
no resolver link, observed 2026-07-13T13:49:52.461419Z

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source=pdf_text observed=2026-07-13T13:49:52.461419Z digest=sha256:5e8871cbf8deca55da4edc1366f787f81014560b189e54dc692ce89a5b566ae1

Observation 007ebd70-1e79-49fc-a43f-6400ad6f37e0 · outbound

This paper cites an unresolved cited work.

From Textual Columns to Query Plans: A Unified Relational-Semantic Execution Framework for Hybrid Query Processing Unresolved cited work

Reference 48

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unresolved
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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-13T13:49:52.461419Z digest=sha256:79aa3f6e4d3d1446ed6787d6a85e29cf2785b3ac4c4116c126a55e858144433c

Observation cdc56561-47e5-49b7-a528-a0a58a23f552 · outbound

This paper cites No explanation.

From Textual Columns to Query Plans: A Unified Relational-Semantic Execution Framework for Hybrid Query Processing No explanation

Reference 49

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unresolved
no resolver link, observed 2026-07-13T13:49:52.461419Z

Source-reported events for the cited work

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source=pdf_text observed=2026-07-13T13:49:52.461419Z digest=sha256:c1af462d1eec54f5a3ceff63c4bd42a399a30747a61de8a792b67427134b96e3

Pith citing papers

Observation 3c008e8f-10a5-42c8-bbc7-22486c51f2e2 · inbound

Large Databases Need Small, Open-Weight Language Models cites this paper.

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

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verified exact
local_arxiv, observed 2026-07-01T10:25:42.198759Z

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.

source=pdf_text observed=2026-07-01T05:29:08.391011Z digest=sha256:dfb26544cf553c49fb5f9c3daf746f6e65411edda03db4151fbf6bfb56c0f8d7