Paper Citation Record · LEDGER

Hybrid Graphs for Table-and-Text based Question Answering using LLMs

As of 11 August 2026, this Paper Citation Record lists 46 of 46 outbound references and 2 inbound Pith citation observations for arXiv:2501.17767.

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

pith.paper-citation-record.v1
2501.17767 v1

Coverage vector

measured 46 of 46 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-10T04:36:46.730127Z

measured 48 of 48 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 2 of 2 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-05-18T04:55:03.309430Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-05-18T04:55:54.005609Z

Reference resolution

46 of 46 outbound references displayed

verified exact4
verified fuzzy0
unresolved42
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation bc854416-3995-4761-adef-671ebc18e93c · outbound

This paper cites GPT-4 Technical Report.

Hybrid Graphs for Table-and-Text based Question Answering using LLMs GPT-4 Technical Report

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-10T04:36:46.438344Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 066bc8b8-df88-4092-8fd8-432706a0b19a · outbound

This paper cites an unresolved cited work.

Hybrid Graphs for Table-and-Text based Question Answering using LLMs Unresolved cited work

Reference 2

Resolution: unresolved; raw_fallback, observed 2026-08-10T04:36:47.272287Z

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 39f1f6bd-d52e-4c87-9f5a-7e1501f836fb · outbound

This paper cites an unresolved cited work.

Hybrid Graphs for Table-and-Text based Question Answering using LLMs Unresolved cited work

Reference 3

Resolution: unresolved; raw_fallback, observed 2026-08-10T04:36:47.261649Z

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 a0d1eb17-c1f4-4daf-9f4d-c96adfd8d5a4 · outbound

This paper cites BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding.

Hybrid Graphs for Table-and-Text based Question Answering using LLMs BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-10T04:36:46.451135Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a2475e22-e516-4e28-b09b-a4dc9fdb8e6f · outbound

This paper cites MATE: Multi-view Attention for Table Transformer Efficiency.

Hybrid Graphs for Table-and-Text based Question Answering using LLMs MATE: Multi-view Attention for Table Transformer Efficiency

Reference 5

Resolution: verified exact; local_arxiv, observed 2026-08-10T04:36:46.978272Z

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 98824cd1-3ad2-45e1-aea3-2502b01f7439 · outbound

This paper cites Text-to-SQL Empowered by Large Language Models: A Benchmark Evaluation.

Hybrid Graphs for Table-and-Text based Question Answering using LLMs Text-to-SQL Empowered by Large Language Models: A Benchmark Evaluation

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-10T04:36:46.459236Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation aca4ca65-8108-4869-8441-b11e62b973de · outbound

This paper cites TAPAS: Weakly Supervised Table Parsing via Pre-training.

Hybrid Graphs for Table-and-Text based Question Answering using LLMs TAPAS: Weakly Supervised Table Parsing via Pre-training

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-10T04:36:46.463618Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 539c9ccc-d4c2-412a-9d40-f68a346c4553 · outbound

This paper cites an unresolved cited work.

Hybrid Graphs for Table-and-Text based Question Answering using LLMs Unresolved cited work

Reference 8

Resolution: unresolved; raw_fallback, observed 2026-08-10T04:36:47.250814Z

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 603a786e-6663-4819-8300-7764f5e2809e · outbound

This paper cites S$^2$SQL: Injecting Syntax to Question-Schema Interaction Graph Encoder for Text-to-SQL Parsers.

Hybrid Graphs for Table-and-Text based Question Answering using LLMs S$^2$SQL: Injecting Syntax to Question-Schema Interaction Graph Encoder for Text-to-SQL Parsers

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-10T04:36:46.471153Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 41d51508-06ef-4c8f-925b-56c77a7b4e9a · outbound

This paper cites an unresolved cited work.

Hybrid Graphs for Table-and-Text based Question Answering using LLMs Unresolved cited work

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-10T04:36:46.475015Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a1c28e44-a4f1-4843-a1d5-9a91d07d1bb6 · outbound

This paper cites an unresolved cited work.

Hybrid Graphs for Table-and-Text based Question Answering using LLMs Unresolved cited work

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-10T04:36:46.478603Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1c6e3d21-57bc-40a9-b1a9-8df9c1249109 · outbound

This paper cites an unresolved cited work.

Hybrid Graphs for Table-and-Text based Question Answering using LLMs Unresolved cited work

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-10T04:36:46.483874Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 22b97a0f-9ccb-4d12-8b76-7138cbf1af4d · outbound

This paper cites an unresolved cited work.

Hybrid Graphs for Table-and-Text based Question Answering using LLMs Unresolved cited work

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-10T04:36:46.487553Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fcd4d5c8-d094-44c1-8810-4c2118316123 · outbound

This paper cites an unresolved cited work.

Hybrid Graphs for Table-and-Text based Question Answering using LLMs Unresolved cited work

Reference 14

Resolution: unresolved; raw_fallback, observed 2026-08-10T04:36:47.219655Z

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 f7587797-2f2f-44bc-93d0-dd32fbb347f3 · outbound

This paper cites an unresolved cited work.

Hybrid Graphs for Table-and-Text based Question Answering using LLMs Unresolved cited work

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-10T04:36:46.494689Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 69fec963-ab65-4e29-b1b1-2b0f07362fae · outbound

This paper cites an unresolved cited work.

Hybrid Graphs for Table-and-Text based Question Answering using LLMs Unresolved cited work

Reference 16

Resolution: unresolved; raw_fallback, observed 2026-08-10T04:36:47.201456Z

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 77c20717-d68c-428a-9f7c-b1d943af67ec · outbound

This paper cites an unresolved cited work.

Hybrid Graphs for Table-and-Text based Question Answering using LLMs Unresolved cited work

Reference 17

Resolution: unresolved; raw_fallback, observed 2026-08-10T04:36:47.190122Z

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 0698d332-0c7b-4d6d-8dd6-ddd2e8093b97 · outbound

This paper cites an unresolved cited work.

Hybrid Graphs for Table-and-Text based Question Answering using LLMs Unresolved cited work

Reference 18

Resolution: unresolved; raw_fallback, observed 2026-08-10T04:36:47.179201Z

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 bcbeb148-3e50-497e-9bd5-20dd296bd4f9 · outbound

This paper cites an unresolved cited work.

Hybrid Graphs for Table-and-Text based Question Answering using LLMs Unresolved cited work

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-10T04:36:46.508495Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation eddd7264-32a1-48cd-8777-a8dc25801d94 · outbound

This paper cites an unresolved cited work.

Hybrid Graphs for Table-and-Text based Question Answering using LLMs Unresolved cited work

Reference 20

Resolution: unresolved; raw_fallback, observed 2026-08-10T04:36:47.161291Z

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 a6ae3e0a-cd0a-4506-910f-8a7f8727ef27 · outbound

This paper cites RoBERTa: A Robustly Optimized BERT Pretraining Approach.

Hybrid Graphs for Table-and-Text based Question Answering using LLMs RoBERTa: A Robustly Optimized BERT Pretraining Approach

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-10T04:36:46.635361Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2d61d771-d7ab-4445-a481-f503d900637d · outbound

This paper cites an unresolved cited work.

Hybrid Graphs for Table-and-Text based Question Answering using LLMs Unresolved cited work

Reference 22

Resolution: unresolved; raw_fallback, observed 2026-08-10T04:36:47.150023Z

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 7518c215-1063-4230-abd6-b762d05fd7b9 · outbound

This paper cites an unresolved cited work.

Hybrid Graphs for Table-and-Text based Question Answering using LLMs Unresolved cited work

Reference 23

Resolution: unresolved; raw_fallback, observed 2026-08-10T04:36:47.139013Z

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 302ec500-269d-40d9-ad36-acbad1e9a81c · outbound

This paper cites an unresolved cited work.

Hybrid Graphs for Table-and-Text based Question Answering using LLMs Unresolved cited work

Reference 24

Resolution: unresolved; raw_fallback, observed 2026-08-10T04:36:47.128247Z

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 742e0f30-4c54-44b3-8744-143f15247188 · outbound

This paper cites an unresolved cited work.

Hybrid Graphs for Table-and-Text based Question Answering using LLMs Unresolved cited work

Reference 25

Resolution: unresolved; raw_fallback, observed 2026-08-10T04:36:47.117586Z

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 b65ac1d7-1c2d-4754-b611-de870e06d201 · outbound

This paper cites an unresolved cited work.

Hybrid Graphs for Table-and-Text based Question Answering using LLMs Unresolved cited work

Reference 26

Resolution: unresolved; raw_fallback, observed 2026-08-10T04:36:47.106844Z

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 3f499967-ea9c-40f9-9a42-db7375a4b9e2 · outbound

This paper cites Let Your Graph Do the Talking: Encoding Structured Data for LLMs.

Hybrid Graphs for Table-and-Text based Question Answering using LLMs Let Your Graph Do the Talking: Encoding Structured Data for LLMs

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-10T04:36:46.657858Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4d8a00d7-99db-441c-8e0b-d4ff9a003339 · outbound

This paper cites an unresolved cited work.

Hybrid Graphs for Table-and-Text based Question Answering using LLMs Unresolved cited work

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-10T04:36:46.661801Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e7964465-3374-4924-a577-5a608b7c9230 · outbound

This paper cites an unresolved cited work.

Hybrid Graphs for Table-and-Text based Question Answering using LLMs Unresolved cited work

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-10T04:36:46.665514Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 87051220-73c3-4b86-93fa-4e1161b6a671 · outbound

This paper cites Bidirectional Attention Flow for Machine Comprehension.

Hybrid Graphs for Table-and-Text based Question Answering using LLMs Bidirectional Attention Flow for Machine Comprehension

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-10T04:36:46.669234Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7fbafdaa-10c5-43c7-a2a9-4a4bfb888c3a · outbound

This paper cites an unresolved cited work.

Hybrid Graphs for Table-and-Text based Question Answering using LLMs Unresolved cited work

Reference 31

Resolution: unresolved; raw_fallback, observed 2026-08-10T04:36:47.083434Z

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 ad15df95-57a8-4c25-ae4a-a41aea65a374 · outbound

This paper cites Exploring Hybrid Question Answering via Program-based Prompting.

Hybrid Graphs for Table-and-Text based Question Answering using LLMs Exploring Hybrid Question Answering via Program-based Prompting

Reference 32

Resolution: verified exact; local_arxiv, observed 2026-08-10T04:36:46.825838Z

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 32475ea5-624d-4d30-bce7-8a97732d7b8b · outbound

This paper cites Iterative Hierarchical Attention for Answering Complex Questions over Long Documents.

Hybrid Graphs for Table-and-Text based Question Answering using LLMs Iterative Hierarchical Attention for Answering Complex Questions over Long Documents

Reference 33

Resolution: verified exact; local_arxiv, observed 2026-08-10T04:36:46.810830Z

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 8da026af-175f-4316-a7d7-ac6c082d7df2 · outbound

This paper cites Struct-X: Enhancing Large Language Models Reasoning with Structured Data.

Hybrid Graphs for Table-and-Text based Question Answering using LLMs Struct-X: Enhancing Large Language Models Reasoning with Structured Data

Reference 34

Resolution: unresolved; no resolver link, observed 2026-08-10T04:36:46.684456Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 45c6f214-8f8a-44ec-9ab6-3e57e8c99c19 · outbound

This paper cites Gemini: A Family of Highly Capable Multimodal Models.

Hybrid Graphs for Table-and-Text based Question Answering using LLMs Gemini: A Family of Highly Capable Multimodal Models

Reference 35

Resolution: unresolved; no resolver link, observed 2026-08-10T04:36:46.688383Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3067e0e2-3711-41d4-9082-b0217f507238 · outbound

This paper cites an unresolved cited work.

Hybrid Graphs for Table-and-Text based Question Answering using LLMs Unresolved cited work

Reference 36

Resolution: unresolved; no resolver link, observed 2026-08-10T04:36:46.693483Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 73f9cede-ccd8-4671-b5ba-211f1bcb2aba · outbound

This paper cites an unresolved cited work.

Hybrid Graphs for Table-and-Text based Question Answering using LLMs Unresolved cited work

Reference 37

Resolution: unresolved; raw_fallback, observed 2026-08-10T04:36:47.066923Z

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 5835e8a9-59a0-4447-9c29-4c4018e05d53 · outbound

This paper cites an unresolved cited work.

Hybrid Graphs for Table-and-Text based Question Answering using LLMs Unresolved cited work

Reference 38

Resolution: unresolved; raw_fallback, observed 2026-08-10T04:36:47.056438Z

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 b6128ddc-c9dd-4d52-9279-f99a6533741d · outbound

This paper cites an unresolved cited work.

Hybrid Graphs for Table-and-Text based Question Answering using LLMs Unresolved cited work

Reference 39

Resolution: unresolved; raw_fallback, observed 2026-08-10T04:36:47.045092Z

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 3a3cc492-56a2-4f4f-8f47-f30eeb7c940e · outbound

This paper cites an unresolved cited work.

Hybrid Graphs for Table-and-Text based Question Answering using LLMs Unresolved cited work

Reference 40

Resolution: unresolved; no resolver link, observed 2026-08-10T04:36:46.707285Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 50b5db3e-55c6-49ed-a224-5217289bdb8d · outbound

This paper cites an unresolved cited work.

Hybrid Graphs for Table-and-Text based Question Answering using LLMs Unresolved cited work

Reference 41

Resolution: unresolved; raw_fallback, observed 2026-08-10T04:36:47.028354Z

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 8de1f5a5-0bde-409e-8d32-00a5a2131afa · outbound

This paper cites TableLlama: Towards Open Large Generalist Models for Tables.

Hybrid Graphs for Table-and-Text based Question Answering using LLMs TableLlama: Towards Open Large Generalist Models for Tables

Reference 42

Resolution: unresolved; no resolver link, observed 2026-08-10T04:36:46.714427Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c11fcb3c-c495-435c-b0b0-4d60fdf071fa · outbound

This paper cites Bertscore: Evaluating text generation with bert.

Hybrid Graphs for Table-and-Text based Question Answering using LLMs Bertscore: Evaluating text generation with bert

Reference 43

Resolution: unresolved; no resolver link, observed 2026-08-10T04:36:46.718081Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6a828425-902c-4ead-84e6-34bbb0ed5451 · outbound

This paper cites Reasoning over Hybrid Chain for Table-and-Text Open Domain QA.

Hybrid Graphs for Table-and-Text based Question Answering using LLMs Reasoning over Hybrid Chain for Table-and-Text Open Domain QA

Reference 44

Resolution: verified exact; local_arxiv, observed 2026-08-10T04:36:46.766534Z

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 6c13c5f2-8941-4e46-961b-b24990cf6f69 · outbound

This paper cites online" 'onlinestring :=.

Hybrid Graphs for Table-and-Text based Question Answering using LLMs online" 'onlinestring :=

Reference 45

Resolution: unresolved; no resolver link, observed 2026-08-10T04:36:46.725881Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e30409da-bc4d-43c4-88e2-44f6b0ebe5e6 · outbound

This paper cites write newline.

Hybrid Graphs for Table-and-Text based Question Answering using LLMs write newline

Reference 46

Resolution: unresolved; no resolver link, observed 2026-08-10T04:36:46.730127Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

Observation 8ecc7b36-0eff-439f-a598-1927895e0516 · inbound

RELOOP: Recursive Retrieval with Multi-Hop Reasoner and Planners for Heterogeneous QA cites this paper.

RELOOP: Recursive Retrieval with Multi-Hop Reasoner and Planners for Heterogeneous QA Hybrid Graphs for Table-and-Text based Question Answering using LLMs

Reference 2

Resolution: verified exact; arxiv_id, observed 2026-05-18T04:55:54.008369Z

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 4f3c18bb-e192-40d3-9009-001784f2099c · inbound

Position: How can Graphs Help Large Language Models? cites this paper.

Position: How can Graphs Help Large Language Models? Hybrid Graphs for Table-and-Text based Question Answering using LLMs

Reference 107

Resolution: verified exact; arxiv_id, observed 2026-05-09T06:10:43.090894Z

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.