Paper Citation Record · LEDGER

HyST: LLM-Powered Hybrid Retrieval over Semi-Structured Tabular Data

As of 10 August 2026, this Paper Citation Record lists 18 of 18 outbound references and 1 inbound Pith citation observation for arXiv:2508.18048.

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

pith.paper-citation-record.v1
2508.18048 v1

Coverage vector

measured 18 of 18 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-05T16:42:14.712235Z

measured 19 of 19 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-10T06:31:04.303077+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-07-31T21:29:45.626590Z

measured 0 of 1 external citation measurements

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

Source: cited_works

Reference resolution

18 of 18 outbound references displayed

verified exact0
verified fuzzy4
unresolved12
parse uncertain0
malformed identifier1
metadata mismatch1

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 937c693e-fbd0-4d52-a1f4-700417b23a2b · outbound

This paper cites Text2SQL is Not Enough: Unifying AI and Databases with TAG.

HyST: LLM-Powered Hybrid Retrieval over Semi-Structured Tabular Data Text2SQL is Not Enough: Unifying AI and Databases with TAG

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-05T16:42:11.895741Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4caeedcc-328a-4d94-a4ca-f6660654bcf0 · outbound

This paper cites Cormack, Charles L A Clarke, and Stefan Buettcher.

HyST: LLM-Powered Hybrid Retrieval over Semi-Structured Tabular Data Cormack, Charles L A Clarke, and Stefan Buettcher

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-05T16:42:12.079897Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ada40fb8-46cf-4285-b4cb-b74c83990d2c · outbound

This paper cites Dense Passage Retrieval for Open-Domain Question Answering.

HyST: LLM-Powered Hybrid Retrieval over Semi-Structured Tabular Data Dense Passage Retrieval for Open-Domain Question Answering

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-05T16:42:12.386357Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 96aeb106-0a29-444f-8217-ad81f56c47b0 · outbound

This paper cites SUQL: Conversational Search over Structured and Unstructured Data with Large Language Models.

HyST: LLM-Powered Hybrid Retrieval over Semi-Structured Tabular Data SUQL: Conversational Search over Structured and Unstructured Data with Large Language Models

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-05T16:42:12.558511Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0f029aed-2013-4f13-976e-978a5bdc8470 · outbound

This paper cites an unresolved cited work.

HyST: LLM-Powered Hybrid Retrieval over Semi-Structured Tabular Data Unresolved cited work

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-05T16:42:12.721244Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ca86bac1-a42a-4921-8fdb-2ad534ad30d7 · outbound

This paper cites an unresolved cited work.

HyST: LLM-Powered Hybrid Retrieval over Semi-Structured Tabular Data Unresolved cited work

Reference 7

Resolution: malformed identifier; doi_truncated, observed 2026-08-05T16:42:15.022119Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 8d31cc26-cb33-460b-8aef-2a6add9a00b5 · outbound

This paper cites an unresolved cited work.

HyST: LLM-Powered Hybrid Retrieval over Semi-Structured Tabular Data Unresolved cited work

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-05T16:42:13.064107Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ed5fe254-56c2-4162-9a55-ce26b9f67912 · outbound

This paper cites ColBERTv2: Effective and Efficient Retrieval via Lightweight Late Interaction.

HyST: LLM-Powered Hybrid Retrieval over Semi-Structured Tabular Data ColBERTv2: Effective and Efficient Retrieval via Lightweight Late Interaction

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-05T16:42:13.204112Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3989b556-06bd-4a90-8894-68db890321bf · outbound

This paper cites Ioannidis, Karthik Subbian, James Zou, and Jure Leskovec.

HyST: LLM-Powered Hybrid Retrieval over Semi-Structured Tabular Data Ioannidis, Karthik Subbian, James Zou, and Jure Leskovec

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T16:42:19.888692Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 572e3401-6ddf-4817-a69d-07f4daea1364 · outbound

This paper cites Approximate Nearest Neighbor Negative Contrastive Learning for Dense Text Retrieval.

HyST: LLM-Powered Hybrid Retrieval over Semi-Structured Tabular Data Approximate Nearest Neighbor Negative Contrastive Learning for Dense Text Retrieval

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-05T16:42:13.765289Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f2d94fbd-4576-4191-8560-1624230a2b29 · outbound

This paper cites an unresolved cited work.

HyST: LLM-Powered Hybrid Retrieval over Semi-Structured Tabular Data Unresolved cited work

Reference 13

Resolution: unresolved; raw_fallback, observed 2026-08-05T16:42:19.584963Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 7788aeef-aa3c-4870-a665-7a29b10b52b8 · outbound

This paper cites $eq " for exact matches when the column type is.

HyST: LLM-Powered Hybrid Retrieval over Semi-Structured Tabular Data $eq " for exact matches when the column type is

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T16:42:19.197550Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation af8587bd-b7f7-4074-b339-2122939d775c · outbound

This paper cites an unresolved cited work.

HyST: LLM-Powered Hybrid Retrieval over Semi-Structured Tabular Data Unresolved cited work

Reference 15

Resolution: unresolved; raw_fallback, observed 2026-08-05T16:42:18.814384Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation c1af934e-851e-4435-bb7d-5041c9d39b6f · outbound

This paper cites $in " operator for columns specified as.

HyST: LLM-Powered Hybrid Retrieval over Semi-Structured Tabular Data $in " operator for columns specified as

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T16:42:18.474886Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 98f22039-eb82-4b26-ae6b-7d2208ffff2e · outbound

This paper cites an unresolved cited work.

HyST: LLM-Powered Hybrid Retrieval over Semi-Structured Tabular Data Unresolved cited work

Reference 17

Resolution: unresolved; raw_fallback, observed 2026-08-05T16:42:18.034838Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation a8ba30c3-28bf-4a50-a941-2dd14d1ab2af · outbound

This paper cites an unresolved cited work.

HyST: LLM-Powered Hybrid Retrieval over Semi-Structured Tabular Data Unresolved cited work

Reference 18

Resolution: unresolved; raw_fallback, observed 2026-08-05T16:42:17.594878Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 29b9127e-f06f-47e1-9606-a74c9faf424e · outbound

This paper cites CATEGORY.

HyST: LLM-Powered Hybrid Retrieval over Semi-Structured Tabular Data CATEGORY

Reference 19

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T16:42:17.164814Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation dd8f8521-c2eb-4b74-9ad8-1421dbd62695 · outbound

This paper cites STaRK: Benchmarking LLM Retrieval on Textual and Relational Knowledge Bases.

HyST: LLM-Powered Hybrid Retrieval over Semi-Structured Tabular Data STaRK: Benchmarking LLM Retrieval on Textual and Relational Knowledge Bases

Reference 2024

Resolution: metadata mismatch; local_arxiv, observed 2026-08-05T16:42:15.704827Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Pith citing papers

Observation 27d3d0ad-9238-4946-90af-de09c1ec0523 · inbound

Human Preference aligned Tabular Similarity cites this paper.

Human Preference aligned Tabular Similarity HyST: LLM-Powered Hybrid Retrieval over Semi-Structured Tabular Data

Reference 21

Resolution: unresolved; no resolver link, observed 2026-07-31T21:29:45.626590Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.