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Paper Citation Record · LEDGER

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As of 7 August 2026, this Paper Citation Record lists 50 of 50 outbound references and 2 inbound Pith citation observations for arXiv:2509.02896.

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

pith.paper-citation-record.v1
2509.02896 v2

Coverage vector

measured 50 of 50 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-05T11:30:22.526656Z

measured 52 of 52 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-07T06:34:17.273281+00:00

measured 2 of 2 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-07-30T11:40:16.488276Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-07-02T22:17:25.971468Z

Reference resolution

50 of 50 outbound references displayed

  • verified exact1
  • verified fuzzy2
  • unresolved47
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 6c824e13-33c7-435f-9511-1ff78fa63394 · outbound

This paper cites The Design of an LLM-powered Unstructured Analytics System.

Cut Costs, Not Accuracy: LLM-Powered Data Processing with Guarantees The Design of an LLM-powered Unstructured Analytics System

Reference 1

Resolution
unresolved
no resolver link, observed 2026-08-05T11:30:22.157167Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T11:30:22.157167Z digest=sha256:79e0bc1a913092532295d8280b93e32c379483471a4ef1a70610b976b9c9ae48

Observation b59e51c9-1eaa-41df-8af4-139641ed2734 · outbound

This paper cites an unresolved cited work.

Cut Costs, Not Accuracy: LLM-Powered Data Processing with Guarantees Unresolved cited work

Reference 2

Resolution
unresolved
raw_fallback, observed 2026-08-05T11:30:24.093218Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-05T11:30:22.164599Z digest=sha256:69c08335bbd91c72ea1b65c05a711b9a4e0f3ffc894582878ced5d3897e263f5

Observation 468c45bb-0fb3-443f-ac6f-d1428da7dcc2 · outbound

This paper cites Language Models Enable Simple Systems for Generating Structured Views of Heterogeneous Data Lakes.

Cut Costs, Not Accuracy: LLM-Powered Data Processing with Guarantees Language Models Enable Simple Systems for Generating Structured Views of Heterogeneous Data Lakes

Reference 3

Resolution
unresolved
no resolver link, observed 2026-08-05T11:30:22.180525Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T11:30:22.180525Z digest=sha256:28b619720fe50ddf593c41406239bc13d6a7c73b9604929dd2520f5ceced28a2

Observation d54327f4-8673-494f-b084-1f2474fbdbe8 · outbound

This paper cites an unresolved cited work.

Cut Costs, Not Accuracy: LLM-Powered Data Processing with Guarantees Unresolved cited work

Reference 4

Resolution
unresolved
raw_fallback, observed 2026-08-05T11:30:24.021702Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-05T11:30:22.185604Z digest=sha256:afc02acbfc4900d2102cc72f63424ce298a7eb5c39036a6ffdcc27b356c3c704

Observation 062707e9-8521-4b05-b445-a9375a4c1c97 · outbound

This paper cites an unresolved cited work.

Cut Costs, Not Accuracy: LLM-Powered Data Processing with Guarantees Unresolved cited work

Reference 5

Resolution
unresolved
raw_fallback, observed 2026-08-05T11:30:23.997627Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-05T11:30:22.192604Z digest=sha256:accc701a84b81e1bed327272ca2dc20fd8ca682512b4aa304cd5352d3e94744a

Observation 65c0ec02-b671-4f3a-9988-cb736a07d21c · outbound

This paper cites an unresolved cited work.

Cut Costs, Not Accuracy: LLM-Powered Data Processing with Guarantees Unresolved cited work

Reference 6

Resolution
unresolved
raw_fallback, observed 2026-08-05T11:30:23.972836Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-05T11:30:22.198925Z digest=sha256:7d46692909d3ad4006d1166f61a09f9592cb49fb8a6567b372e15110d85c75b4

Observation f98bb752-4e8e-4299-95b8-99a7e390a42c · outbound

This paper cites FrugalGPT: How to Use Large Language Models While Reducing Cost and Improving Performance.

Cut Costs, Not Accuracy: LLM-Powered Data Processing with Guarantees FrugalGPT: How to Use Large Language Models While Reducing Cost and Improving Performance

Reference 7

Resolution
unresolved
no resolver link, observed 2026-08-05T11:30:22.206232Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T11:30:22.206232Z digest=sha256:de17893cd558cd7cbe61d7c00b05868e0c30a4f3a7b9e4af58c54ebeddb8b10e

Observation d5248c54-f550-452c-b85d-c866e93c358d · outbound

This paper cites an unresolved cited work.

Cut Costs, Not Accuracy: LLM-Powered Data Processing with Guarantees Unresolved cited work

Reference 8

Resolution
unresolved
raw_fallback, observed 2026-08-05T11:30:23.943904Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-05T11:30:22.213222Z digest=sha256:e977212ea7798dbb3f91b1fcc115c7fe47ad794cb8fdd852e49543845e1d9ba4

Observation 684da99a-2ef1-4e01-84e2-42e432e78da3 · outbound

This paper cites an unresolved cited work.

Cut Costs, Not Accuracy: LLM-Powered Data Processing with Guarantees Unresolved cited work

Reference 9

Resolution
unresolved
raw_fallback, observed 2026-08-05T11:30:23.906532Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-05T11:30:22.218096Z digest=sha256:bc340e9df62f2d5afee182410ea55f41188dd2a417511e61adf2d0b26897fd18

Observation e8c78fd7-d946-437d-bcdd-7d2dd0964ecd · outbound

This paper cites an unresolved cited work.

Cut Costs, Not Accuracy: LLM-Powered Data Processing with Guarantees Unresolved cited work

Reference 10

Resolution
unresolved
raw_fallback, observed 2026-08-05T11:30:23.876507Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-05T11:30:22.224792Z digest=sha256:09af815c34339710a4442fb67a6891fc1eaa245ca17827b2be01bc13cfcdf11f

Observation 389f5be0-d7e9-4b02-aa3e-253ad2ffcdae · outbound

This paper cites an unresolved cited work.

Cut Costs, Not Accuracy: LLM-Powered Data Processing with Guarantees Unresolved cited work

Reference 11

Resolution
unresolved
raw_fallback, observed 2026-08-05T11:30:23.851138Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-05T11:30:22.231293Z digest=sha256:75fdd2ddc4dab6dba567a2c6c12d6b3fadfbaa060b555f067eac10ad707856d4

Observation b70cbfa4-3d63-463a-8087-56785fc3395f · outbound

This paper cites an unresolved cited work.

Cut Costs, Not Accuracy: LLM-Powered Data Processing with Guarantees Unresolved cited work

Reference 12

Resolution
unresolved
no resolver link, observed 2026-08-05T11:30:22.237910Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T11:30:22.237910Z digest=sha256:8363f453a8872f53b46ebb0d6654f616f94c8aab27bf74ddf3a5d14ba26d2349

Observation 959b92a8-d4c7-4666-bea3-6a403706ef6d · outbound

This paper cites an unresolved cited work.

Cut Costs, Not Accuracy: LLM-Powered Data Processing with Guarantees Unresolved cited work

Reference 13

Resolution
unresolved
no resolver link, observed 2026-08-05T11:30:22.249686Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T11:30:22.249686Z digest=sha256:931587003f96bd421d6d3895e49123ee45a16356877200ee3c37a104e7ec8052

Observation 0f0c3720-7b5e-4e1e-aaba-e520bc1dfffc · outbound

This paper cites an unresolved cited work.

Cut Costs, Not Accuracy: LLM-Powered Data Processing with Guarantees Unresolved cited work

Reference 14

Resolution
unresolved
raw_fallback, observed 2026-08-05T11:30:23.805280Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-05T11:30:22.259925Z digest=sha256:17bbddebf6c1c41940b4803b1ff4e4bf322487a88e60b71b945716dabb04e925

Observation 58d52ff6-3a94-48fd-8733-1088c7b56cb9 · outbound

This paper cites SMART: Automatically Scaling Down Language Models with Accuracy Guarantees for Reduced Processing Fees.

Cut Costs, Not Accuracy: LLM-Powered Data Processing with Guarantees SMART: Automatically Scaling Down Language Models with Accuracy Guarantees for Reduced Processing Fees

Reference 15

Resolution
verified exact
local_arxiv, observed 2026-08-05T11:30:22.903504Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-05T11:30:22.267228Z digest=sha256:5a8cf9bd44ff5c9ad8c1226d85703badfacbddb291f6978eb7ff9cec5b1f42d7

Observation c9740d97-ff38-464f-bc41-60a286ef093d · outbound

This paper cites an unresolved cited work.

Cut Costs, Not Accuracy: LLM-Powered Data Processing with Guarantees Unresolved cited work

Reference 16

Resolution
unresolved
raw_fallback, observed 2026-08-05T11:30:23.771499Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-05T11:30:22.273007Z digest=sha256:a930fd8f8c77a9b347acb328ac720eae535d2b981905eb37f52b1c53e93810f1

Observation 1dd23670-355f-4d0a-9fab-e46902ec7c70 · outbound

This paper cites an unresolved cited work.

Cut Costs, Not Accuracy: LLM-Powered Data Processing with Guarantees Unresolved cited work

Reference 17

Resolution
unresolved
raw_fallback, observed 2026-08-05T11:30:23.728436Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-05T11:30:22.285297Z digest=sha256:6b0a5721f952f0f3b91c12ac19101d4a92720c89c0f15a11c05126aa38e15134

Observation ebf75ecd-017e-4ffd-830f-43b795a808b3 · outbound

This paper cites an unresolved cited work.

Cut Costs, Not Accuracy: LLM-Powered Data Processing with Guarantees Unresolved cited work

Reference 18

Resolution
unresolved
raw_fallback, observed 2026-08-05T11:30:23.703792Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-05T11:30:22.292050Z digest=sha256:0377c9489211fc102c56f433694b8466b70be5f4ef7b95ed6456536ed1e2a359

Observation ec5a8914-4700-4045-91e6-fddccb94fc02 · outbound

This paper cites an unresolved cited work.

Cut Costs, Not Accuracy: LLM-Powered Data Processing with Guarantees Unresolved cited work

Reference 19

Resolution
unresolved
no resolver link, observed 2026-08-05T11:30:22.298523Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T11:30:22.298523Z digest=sha256:cee545fb5d833fff718e2cf33c6cbe8c7d88b2842304ed11f19b8ef4cada1d22

Observation 35bb5073-9017-43fa-bc33-7aefe6aee910 · outbound

This paper cites an unresolved cited work.

Cut Costs, Not Accuracy: LLM-Powered Data Processing with Guarantees Unresolved cited work

Reference 20

Resolution
unresolved
raw_fallback, observed 2026-08-05T11:30:23.653424Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-05T11:30:22.305842Z digest=sha256:edab45615a724b697d0ccf97e76567a9bce7d5a75a5a088cffdbd4609e310d6b

Observation 3e948ffb-8b36-41c6-88f6-0d10cc5cde15 · outbound

This paper cites an unresolved cited work.

Cut Costs, Not Accuracy: LLM-Powered Data Processing with Guarantees Unresolved cited work

Reference 21

Resolution
unresolved
no resolver link, observed 2026-08-05T11:30:22.312782Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T11:30:22.312782Z digest=sha256:c5827fbc4322783d313321b14ec3522864cc7e50f4af26b02f418b21704459e4

Observation 3411b710-57cf-469a-9822-4a4bf830125c · outbound

This paper cites an unresolved cited work.

Cut Costs, Not Accuracy: LLM-Powered Data Processing with Guarantees Unresolved cited work

Reference 22

Resolution
unresolved
raw_fallback, observed 2026-08-05T11:30:23.579392Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-05T11:30:22.327121Z digest=sha256:386e4d329ded08a09d8c3852888b0c6ee6260e993c66dd062b6bb431e6e4b7fc

Observation b570e973-69a9-4a59-8059-61fca6793e55 · outbound

This paper cites an unresolved cited work.

Cut Costs, Not Accuracy: LLM-Powered Data Processing with Guarantees Unresolved cited work

Reference 23

Resolution
unresolved
raw_fallback, observed 2026-08-05T11:30:23.548688Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-05T11:30:22.335141Z digest=sha256:ae2d76ebba75008189e3a29c5639904aca896ba4b0f41e7198ccfbff74581282

Observation 97950265-c3a2-41da-b255-ac41b80e52e5 · outbound

This paper cites an unresolved cited work.

Cut Costs, Not Accuracy: LLM-Powered Data Processing with Guarantees Unresolved cited work

Reference 24

Resolution
unresolved
raw_fallback, observed 2026-08-05T11:30:23.519880Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-05T11:30:22.344983Z digest=sha256:eece52b7c13ba849b10021a5cfe3831f57fab8aa5135431df3e3baee687f8339

Observation cdf7de6d-bc1c-407a-8eca-398d9aa54bc2 · outbound

This paper cites Semantic Integrity Constraints: Declarative Guardrails for AI-Augmented Data Processing Systems.

Cut Costs, Not Accuracy: LLM-Powered Data Processing with Guarantees Semantic Integrity Constraints: Declarative Guardrails for AI-Augmented Data Processing Systems

Reference 25

Resolution
unresolved
no resolver link, observed 2026-08-05T11:30:22.354362Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T11:30:22.354362Z digest=sha256:229d6c4f5e7de99a2a83eeec0e9010582ce79e6b3458c25ef85968f0bf0bc0fa

Observation a64ce138-8ba9-4fed-9fac-6138ba2636b7 · outbound

This paper cites Towards Accurate and Efficient Document Analytics with Large Language Models.

Cut Costs, Not Accuracy: LLM-Powered Data Processing with Guarantees Towards Accurate and Efficient Document Analytics with Large Language Models

Reference 26

Resolution
unresolved
no resolver link, observed 2026-08-05T11:30:22.364718Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T11:30:22.364718Z digest=sha256:11ec631fb24e6732cf691753ee48fd85409ed476443c968a2ba8546219521a7e

Observation 7f3b1d14-912f-425c-8dca-48e9c069b06c · outbound

This paper cites an unresolved cited work.

Cut Costs, Not Accuracy: LLM-Powered Data Processing with Guarantees Unresolved cited work

Reference 27

Resolution
unresolved
no resolver link, observed 2026-08-05T11:30:22.371357Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T11:30:22.371357Z digest=sha256:72550636a7a9b0f34a5df3f12b3a66e5d073dd823b95c22440d7be7254f1ac0d

Observation abc7f021-337a-4426-8450-2709fef9c3db · outbound

This paper cites an unresolved cited work.

Cut Costs, Not Accuracy: LLM-Powered Data Processing with Guarantees Unresolved cited work

Reference 28

Resolution
unresolved
no resolver link, observed 2026-08-05T11:30:22.387476Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T11:30:22.387476Z digest=sha256:8e24ec007eb239c8c01fd994b805db3ae880cdf9204662626e0a0a5e3b3f789b

Observation ce36967d-db20-416f-b0dc-6da21a61f8f1 · outbound

This paper cites 2017.Probability and computing: Random- ization and probabilistic techniques in algorithms and data analysis.

Cut Costs, Not Accuracy: LLM-Powered Data Processing with Guarantees 2017.Probability and computing: Random- ization and probabilistic techniques in algorithms and data analysis

Reference 29

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T11:30:23.465133Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-05T11:30:22.398643Z digest=sha256:8ec62e6c573c583a05bbaf0effb0dfe016324465b245476f0e69b216d25858f8

Observation 26443a0c-b080-403b-b7f4-8bb0cc38ccb9 · outbound

This paper cites an unresolved cited work.

Cut Costs, Not Accuracy: LLM-Powered Data Processing with Guarantees Unresolved cited work

Reference 30

Resolution
unresolved
raw_fallback, observed 2026-08-05T11:30:23.434389Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-05T11:30:22.404796Z digest=sha256:36064f2444ade77cab992c320b3a4cc3ed737d8f5a2189f71b9151ad86c7478e

Observation 7b9b9b53-972f-4713-9f50-1487709d8827 · outbound

This paper cites an unresolved cited work.

Cut Costs, Not Accuracy: LLM-Powered Data Processing with Guarantees Unresolved cited work

Reference 31

Resolution
unresolved
no resolver link, observed 2026-08-05T11:30:22.411250Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T11:30:22.411250Z digest=sha256:2ce0b2c66ca08ddf97d251f2a02030237fe533f258fce0fbaffbe6c1fa48244c

Observation 8625bf1d-ca6b-451c-85b7-720c2819da44 · outbound

This paper cites an unresolved cited work.

Cut Costs, Not Accuracy: LLM-Powered Data Processing with Guarantees Unresolved cited work

Reference 32

Resolution
unresolved
raw_fallback, observed 2026-08-05T11:30:23.393912Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-05T11:30:22.424829Z digest=sha256:4d676910c0389bbc0e2a557b1f13ede963637f5297f593f52225faf493951b7f

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

This paper cites Semantic Operators: A Declarative Model for Rich, AI-based Data Processing.

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.

source=pdf_text observed=2026-08-05T11:30:22.443524Z digest=sha256:df3f8d3a6bbe9311de581ac9d14d6ecb11ea7ef3568f75e359617d5bcd3975ad

Observation d5a71ade-cb2c-4b93-ae8d-49eb226c148c · outbound

This paper cites an unresolved cited work.

Cut Costs, Not Accuracy: LLM-Powered Data Processing with Guarantees Unresolved cited work

Reference 34

Resolution
unresolved
no resolver link, observed 2026-08-05T11:30:22.450873Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T11:30:22.450873Z digest=sha256:4336cbe16223b25f49dcf8ad9cc70c836ef52ff80e7b710210ed645d5263c064

Observation d780dfff-7f15-4aef-8104-42ff9cf3f2d4 · outbound

This paper cites an unresolved cited work.

Cut Costs, Not Accuracy: LLM-Powered Data Processing with Guarantees Unresolved cited work

Reference 35

Resolution
unresolved
no resolver link, observed 2026-08-05T11:30:22.466698Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T11:30:22.466698Z digest=sha256:38f6fc91a095831f472a5a41fcefe2a5796c87f4110a523d4a5b19f30147a1c3

Observation f320d460-49db-4a14-a772-3cf256202f13 · outbound

This paper cites DocETL: Agentic Query Rewriting and Evaluation for Complex Document Processing.

Cut Costs, Not Accuracy: LLM-Powered Data Processing with Guarantees DocETL: Agentic Query Rewriting and Evaluation for Complex Document Processing

Reference 36

Resolution
unresolved
no resolver link, observed 2026-08-05T11:30:22.477715Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T11:30:22.477715Z digest=sha256:97e94ab91b55199fe8c3bcb674eb5e3d8056df1bb886e671462efff49c99c5dc

Observation 95e5283a-6ca9-4aa2-b72e-8be67bfa3357 · outbound

This paper cites an unresolved cited work.

Cut Costs, Not Accuracy: LLM-Powered Data Processing with Guarantees Unresolved cited work

Reference 37

Resolution
unresolved
no resolver link, observed 2026-08-05T11:30:22.485014Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T11:30:22.485014Z digest=sha256:6a122d91312e89eb502a8e88ac76a9dd2dfdf2b45cbe21857e6ef96accf1e5cb

Observation 4e65911d-a482-4803-b336-eb8e23b07f72 · outbound

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Reference 38

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Reference 39

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Cut Costs, Not Accuracy: LLM-Powered Data Processing with Guarantees Calibration in Deep Learning: A Survey of the State-of-the-Art

Reference 40

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Cut Costs, Not Accuracy: LLM-Powered Data Processing with Guarantees Unresolved cited work

Reference 41

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Reference 42

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Reference 43

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Cut Costs, Not Accuracy: LLM-Powered Data Processing with Guarantees LLM-Powered Proactive Data Systems

Reference 44

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Observation 8d4ade6a-ac88-4093-a8ed-291cb66047b2 · outbound

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Reference 45

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No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

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Cut Costs, Not Accuracy: LLM-Powered Data Processing with Guarantees In2019 IEEE 35th International Conference on Data Engineering (ICDE)

Reference 2019

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Reference 2020

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No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

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Reference 2022

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Reference 2023

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Observation 2e457afe-8ae4-4ee2-b552-7661d22c6b6b · outbound

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Cut Costs, Not Accuracy: LLM-Powered Data Processing with Guarantees A Declarative System for Optimizing AI Workloads

Reference 2024

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Pith citing papers

Observation 08b8575c-f741-40ac-993f-f97b127ee1fa · inbound

Fast LLM-Based Semantic Filtering: From a Unified Framework to an Adaptive Two-Phase Method cites this paper.

Fast LLM-Based Semantic Filtering: From a Unified Framework to an Adaptive Two-Phase Method Cut Costs, Not Accuracy: LLM-Powered Data Processing with Guarantees

Reference 49

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Observation c2199d5b-16ca-492a-8a64-fc5de57e668b · inbound

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Kalypso: Relational LLM Serving Cut Costs, Not Accuracy: LLM-Powered Data Processing with Guarantees

Reference 31

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