Paper Citation Record · LEDGER

Semantic Operators: A Declarative Model for Rich, AI-based Data Processing

As of 21 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 42 inbound Pith citation observations for arXiv:2407.11418.

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

pith.paper-citation-record.v1
2407.11418 v3

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 42 of 42 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-21T06:32:19.484+00:00

measured 42 of 42 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-16T11:44:34.445554Z

measured 1 of 1 external citation measurements

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

Source: pith, observed 2026-08-05T02:28:24.338817Z

Reference resolution

0 of 0 outbound references displayed

verified exact0
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External citation measurements

9
pith, observed 2026-08-05T02:28:24.338817Z

Outbound references

No outbound reference observations are available for this paper version.

Pith citing papers

Observation f1122639-5d17-4fe4-88b7-c6f7ce4d1da9 · inbound

Variable Extraction for Model Recovery in Scientific Literature cites this paper.

Variable Extraction for Model Recovery in Scientific Literature Semantic Operators: A Declarative Model for Rich, AI-based Data Processing

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-12T15:12:14.336390Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 20e52081-f7bb-4534-9cb3-a6d6787f2aa4 · inbound

TQA-Bench: Evaluating LLMs for Multi-Table Question Answering cites this paper.

TQA-Bench: Evaluating LLMs for Multi-Table Question Answering Semantic Operators: A Declarative Model for Rich, AI-based Data Processing

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-12T10:09:45.090428Z

Source-reported events for the cited work

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Observation 914e1760-dbdb-4220-a2c9-44f2da06e632 · inbound

CHASE: A Native Relational Database for Hybrid Queries on Structured and Unstructured Data cites this paper.

CHASE: A Native Relational Database for Hybrid Queries on Structured and Unstructured Data Semantic Operators: A Declarative Model for Rich, AI-based Data Processing

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-10T21:24:21.390459Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ec1d6081-38d1-48c0-b44c-c98c155f8582 · inbound

Fundamental Challenges in Evaluating Text2SQL Solutions and Detecting Their Limitations cites this paper.

Fundamental Challenges in Evaluating Text2SQL Solutions and Detecting Their Limitations Semantic Operators: A Declarative Model for Rich, AI-based Data Processing

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-10T00:23:34.776004Z

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Observation e6516d01-c63b-4de7-b0ca-6b60d6b458da · inbound

Querying Databases with Function Calling cites this paper.

Querying Databases with Function Calling Semantic Operators: A Declarative Model for Rich, AI-based Data Processing

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-10T15:25:14.487966Z

Source-reported events for the cited work

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Observation 02062cb8-9753-4a2f-bed1-30d0d8dc8261 · inbound

CoddLLM: Empowering Large Language Models for Data Analytics cites this paper.

CoddLLM: Empowering Large Language Models for Data Analytics Semantic Operators: A Declarative Model for Rich, AI-based Data Processing

Reference 42

Resolution: unresolved; no resolver link, observed 2026-08-09T19:30:38.529866Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9e100510-7e7f-45a3-a9cd-231deba9496f · inbound

PalimpChat: Declarative and Interactive AI analytics cites this paper.

PalimpChat: Declarative and Interactive AI analytics Semantic Operators: A Declarative Model for Rich, AI-based Data Processing

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-09T05:00:04.567608Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 434c8ee4-c582-4bd8-a4d0-cc11ad25ce3f · inbound

In-depth Analysis of Graph-based RAG in a Unified Framework cites this paper.

In-depth Analysis of Graph-based RAG in a Unified Framework Semantic Operators: A Declarative Model for Rich, AI-based Data Processing

Reference 69

Resolution: verified exact; arxiv_id, observed 2026-05-23T01:37:22.320591Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 4891001f-e0a7-44ad-90de-2c4563a78c3d · inbound

Steering Semantic Data Processing With DocWrangler cites this paper.

Steering Semantic Data Processing With DocWrangler Semantic Operators: A Declarative Model for Rich, AI-based Data Processing

Reference 64

Resolution: unresolved; no resolver link, observed 2026-08-16T11:44:34.445554Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 53540648-f8a8-493c-8e1f-b972c4829785 · inbound

RelationalFactQA: A Benchmark for Evaluating Tabular Fact Retrieval from Large Language Models cites this paper.

RelationalFactQA: A Benchmark for Evaluating Tabular Fact Retrieval from Large Language Models Semantic Operators: A Declarative Model for Rich, AI-based Data Processing

Reference 36

Resolution: unresolved; no resolver link, observed 2026-08-07T13:32:48.953399Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d23efc55-d6d9-4c3d-b404-ce8bea3de92c · inbound

SQLens: An End-to-End Framework for Error Detection and Correction in Text-to-SQL cites this paper.

SQLens: An End-to-End Framework for Error Detection and Correction in Text-to-SQL Semantic Operators: A Declarative Model for Rich, AI-based Data Processing

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-07T10:46:27.083779Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 11093612-14a5-43cd-b3e9-210f0396d669 · inbound

Parachute: Single-Pass Bi-Directional Information Passing cites this paper.

Parachute: Single-Pass Bi-Directional Information Passing Semantic Operators: A Declarative Model for Rich, AI-based Data Processing

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-15T20:04:28.208510Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 84ebbd24-8410-40be-95f4-4bedb6c48911 · inbound

TableVault: Managing Dynamic Data Collections for LLM-Augmented Workflows cites this paper.

TableVault: Managing Dynamic Data Collections for LLM-Augmented Workflows Semantic Operators: A Declarative Model for Rich, AI-based Data Processing

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-06T23:25:14.908289Z

Source-reported events for the cited work

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Observation 339c880e-981a-488d-a0f6-5e1c64b994df · inbound

The Case for Instance-Optimized LLMs in OLAP Databases cites this paper.

The Case for Instance-Optimized LLMs in OLAP Databases Semantic Operators: A Declarative Model for Rich, AI-based Data Processing

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-06T19:39:31.511722Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5684bee5-1637-46ee-aceb-5a7788246142 · inbound

QUEST: Query Optimization in Unstructured Document Analysis cites this paper.

QUEST: Query Optimization in Unstructured Document Analysis Semantic Operators: A Declarative Model for Rich, AI-based Data Processing

Reference 35

Resolution: unresolved; no resolver link, observed 2026-08-06T19:10:17.645794Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b06456c5-34cd-47b0-97a5-e47ce2bb9009 · inbound

Making Prompts First-Class Citizens for Adaptive LLM Pipelines cites this paper.

Making Prompts First-Class Citizens for Adaptive LLM Pipelines Semantic Operators: A Declarative Model for Rich, AI-based Data Processing

Reference 8

Resolution: verified exact; arxiv_id, observed 2026-05-19T01:01:56.433482Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation fbab88b2-beca-4b74-ae09-41a4db2e25ea · inbound

Metadata Management for AI-Augmented Data Workflows cites this paper.

Metadata Management for AI-Augmented Data Workflows Semantic Operators: A Declarative Model for Rich, AI-based Data Processing

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-05T22:35:18.588857Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b0150e30-c460-4524-bfdc-4aa2756e1b6b · inbound

Research Challenges in Relational Database Management Systems for LLM Queries cites this paper.

Research Challenges in Relational Database Management Systems for LLM Queries Semantic Operators: A Declarative Model for Rich, AI-based Data Processing

Reference 39

Resolution: unresolved; no resolver link, observed 2026-08-05T14:46:05.918723Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 57dd11b3-f135-4904-916d-be48f5bd41af · inbound

SABER: A SQL-Compatible Semantic Document Processing System Based on Extended Relational Algebra cites this paper.

SABER: A SQL-Compatible Semantic Document Processing System Based on Extended Relational Algebra Semantic Operators: A Declarative Model for Rich, AI-based Data Processing

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-05T13:49:37.983178Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4fe02d44-fc60-46f3-9db8-05f670d67057 · inbound

A Survey on Open Dataset Search in the LLM Era: Retrospectives and Perspectives cites this paper.

A Survey on Open Dataset Search in the LLM Era: Retrospectives and Perspectives Semantic Operators: A Declarative Model for Rich, AI-based Data Processing

Reference 116

Resolution: unresolved; no resolver link, observed 2026-08-05T13:20:39.175987Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7524453b-306d-4f96-8235-b26fc6b32bd2 · inbound

Deep Research is the New Analytics System: Towards Building the Runtime for AI-Driven Analytics cites this paper.

Deep Research is the New Analytics System: Towards Building the Runtime for AI-Driven Analytics Semantic Operators: A Declarative Model for Rich, AI-based Data Processing

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-05T11:30:02.257828Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e6afb8e2-ba8e-4098-8e04-0876b5778a27 · inbound

Cut Costs, Not Accuracy: LLM-Powered Data Processing with Guarantees cites this paper.

Cut Costs, Not Accuracy: LLM-Powered Data Processing with Guarantees Semantic Operators: A Declarative Model for Rich, AI-based Data Processing

Reference 33

Resolution: unresolved; no resolver link, observed 2026-08-05T11:30:22.443524Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2839382a-b3bb-435c-891b-f466e468c2e5 · inbound

ScaleDoc: Scaling LLM-based Predicates over Large Document Collections cites this paper.

ScaleDoc: Scaling LLM-based Predicates over Large Document Collections Semantic Operators: A Declarative Model for Rich, AI-based Data Processing

Reference 33

Resolution: verified exact; arxiv_id, observed 2026-05-22T12:41:33.468508Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 73089642-c7fa-4f6e-ba75-a209ad52a3fe · inbound

iPDB -- Optimizing Semantic SQL Queries cites this paper.

iPDB -- Optimizing Semantic SQL Queries Semantic Operators: A Declarative Model for Rich, AI-based Data Processing

Reference 17

Resolution: verified exact; arxiv_id, observed 2026-05-16T12:30:53.938792Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 2495f921-1144-4dee-9c51-581c928326eb · inbound

Memory in the LLM Era: Modular Architectures and Strategies in a Unified Framework cites this paper.

Memory in the LLM Era: Modular Architectures and Strategies in a Unified Framework Semantic Operators: A Declarative Model for Rich, AI-based Data Processing

Reference 75

Resolution: verified exact; arxiv_id, observed 2026-05-13T22:08:20.921030Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 7698f517-2a9b-41a5-ac19-eac28f0140a5 · inbound

Semantic Data Processing with Holistic Data Understanding cites this paper.

Semantic Data Processing with Holistic Data Understanding Semantic Operators: A Declarative Model for Rich, AI-based Data Processing

Reference 47

Resolution: verified exact; arxiv_id, observed 2026-05-13T19:08:09.602944Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 3f38f1dc-4773-496f-a703-d590b3597683 · inbound

AnnoRetrieve: Efficient Structured Retrieval for Unstructured Document Analysis cites this paper.

AnnoRetrieve: Efficient Structured Retrieval for Unstructured Document Analysis Semantic Operators: A Declarative Model for Rich, AI-based Data Processing

Reference 17

Resolution: verified exact; arxiv_id, observed 2026-05-13T19:13:09.737236Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation f3674d24-b4c8-4f17-a883-d7a25ad293c2 · inbound

AnnoRetrieve: Efficient Structured Retrieval for Unstructured Document Analysis cites this paper.

AnnoRetrieve: Efficient Structured Retrieval for Unstructured Document Analysis Semantic Operators: A Declarative Model for Rich, AI-based Data Processing

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-02T16:53:50.635741Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8cfc9efb-a076-44b1-9515-00df8382985c · inbound

Cardinality Estimation for High Dimensional Similarity Queries with Adaptive Bucket Probing cites this paper.

Cardinality Estimation for High Dimensional Similarity Queries with Adaptive Bucket Probing Semantic Operators: A Declarative Model for Rich, AI-based Data Processing

Reference 27

Resolution: verified exact; arxiv_id, observed 2026-05-10T22:15:51.373926Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 4bad6e7c-9d6e-4035-ae71-7ae54cd6a9c9 · inbound

Natural Language to What? A Vision for Intermediate Representations in NL-to-X Querying cites this paper.

Natural Language to What? A Vision for Intermediate Representations in NL-to-X Querying Semantic Operators: A Declarative Model for Rich, AI-based Data Processing

Reference 21

Resolution: verified exact; arxiv_id, observed 2026-05-11T10:41:05.060017Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation b2e0b1cf-5dd1-43d8-9401-2b08f4665bc1 · inbound

Natural Language to What? A Vision for Intermediate Representations in NL-to-X Querying cites this paper.

Natural Language to What? A Vision for Intermediate Representations in NL-to-X Querying Semantic Operators: A Declarative Model for Rich, AI-based Data Processing

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-02T16:27:44.410974Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7c81275e-83e5-40fa-9c38-f9c99b94311e · inbound

Blue Data Intelligence Layer: Streaming Data and Agents for Multi-source Multi-modal Data-Centric Applications cites this paper.

Blue Data Intelligence Layer: Streaming Data and Agents for Multi-source Multi-modal Data-Centric Applications Semantic Operators: A Declarative Model for Rich, AI-based Data Processing

Reference 12

Resolution: verified exact; arxiv_id, observed 2026-05-10T10:55:04.322773Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 19162993-8c87-4fdd-9790-31e3b83a5a86 · inbound

Cost-Aware Optimization for Agentic Query Execution cites this paper.

Cost-Aware Optimization for Agentic Query Execution Semantic Operators: A Declarative Model for Rich, AI-based Data Processing

Reference 32

Resolution: verified exact; arxiv_id, observed 2026-06-28T10:42:00.663372Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 01c9fc0b-fb1b-4512-8b13-e4db92572d25 · inbound

MLSkip: Data Skipping for ML Filters via Lightweight Metadata cites this paper.

MLSkip: Data Skipping for ML Filters via Lightweight Metadata Semantic Operators: A Declarative Model for Rich, AI-based Data Processing

Reference 33

Resolution: verified exact; arxiv_id, observed 2026-06-28T11:02:01.807059Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation c1250af0-c12b-400a-b4f0-9ee9d7c3e32f · inbound

Larch: Learned Query Optimization for Semantic Predicates cites this paper.

Larch: Learned Query Optimization for Semantic Predicates Semantic Operators: A Declarative Model for Rich, AI-based Data Processing

Reference 45

Resolution: verified exact; arxiv_id, observed 2026-07-02T21:57:26.178970Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 27c4eae1-eb0d-45cb-8a0d-9298b66a7d04 · inbound

SemCEB: A Cardinality Estimation Benchmark for Semantic Operators cites this paper.

SemCEB: A Cardinality Estimation Benchmark for Semantic Operators Semantic Operators: A Declarative Model for Rich, AI-based Data Processing

Reference 26

Resolution: verified exact; arxiv_id, observed 2026-07-04T12:39:48.915261Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation a03c8b9a-2d53-4c7e-b5f1-2a1dcfe8920d · inbound

SemJoin: Semantic Join Optimization cites this paper.

SemJoin: Semantic Join Optimization Semantic Operators: A Declarative Model for Rich, AI-based Data Processing

Reference 8

Resolution: verified exact; arxiv_id, observed 2026-06-30T03:24:12.808230Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 71db899d-e74f-47be-af43-25dda6c0e417 · inbound

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

Large Databases Need Small, Open-Weight Language Models Semantic Operators: A Declarative Model for Rich, AI-based Data Processing

Reference 45

Resolution: verified exact; arxiv_id, observed 2026-07-01T10:25:42.255607Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 0f603b85-126d-4ee6-8da4-ffc25d516fbe · inbound

Spider 2.0-AIFunc: Extending Real-World Text-to-SQL to AI-Native SQL Workflows cites this paper.

Spider 2.0-AIFunc: Extending Real-World Text-to-SQL to AI-Native SQL Workflows Semantic Operators: A Declarative Model for Rich, AI-based Data Processing

Reference 24

Resolution: verified exact; local_arxiv, observed 2026-07-08T12:54:52.864637Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation f73b2381-de74-4604-b99c-97441587d68f · inbound

Confining Nondeterminism: AI-Driven Research Systems as DBMSs for Reliable, Non-Wasteful, Transparent, and Collaborative Research [Vision] cites this paper.

Confining Nondeterminism: AI-Driven Research Systems as DBMSs for Reliable, Non-Wasteful, Transparent, and Collaborative Research [Vision] Semantic Operators: A Declarative Model for Rich, AI-based Data Processing

Reference 15

Resolution: malformed identifier; no resolver link, observed 2026-07-14T11:11:41.205646Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 68e149e8-e0d3-45c8-b5ce-bcb1c31973db · inbound

Monte Carlo Tree Search for Table-to-Multimodal Report Generation cites this paper.

Monte Carlo Tree Search for Table-to-Multimodal Report Generation Semantic Operators: A Declarative Model for Rich, AI-based Data Processing

Reference 86

Resolution: unresolved; no resolver link, observed 2026-08-15T14:48:57.652134Z

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Unavailable: canonical work link unavailable.

Observation 999da4b2-cdc5-4783-acea-91a1a49c87c4 · inbound

Structure then Query: Enabling Precise Analytical Queries over Unstructured Documents cites this paper.

Structure then Query: Enabling Precise Analytical Queries over Unstructured Documents Semantic Operators: A Declarative Model for Rich, AI-based Data Processing

Reference 37

Resolution: unresolved; no resolver link, observed 2026-08-14T12:25:18.094372Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.