Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-11T15:55:54.192238Z
Paper Citation Record · LEDGER
Evidence Contextualization and Counterfactual Attribution for Conversational QA over Heterogeneous Data with RAG Systems
As of 16 August 2026, this Paper Citation Record lists 20 of 20 outbound references and 1 inbound Pith citation observation for arXiv:2412.10571.
A citation records a reference. It does not transfer a finding from one paper to another.
Coverage vector
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-16T06:30:59.297886+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links, observed 2026-08-14T04:27:10.067460Z
A source-named dated measurement, never combined with another source.
Source: pith, observed 2026-08-14T06:16:15.895014Z
Reference resolution
20 of 20 outbound references displayed
- verified exact0
- verified fuzzy2
- unresolved18
- parse uncertain0
- malformed identifier0
- metadata mismatch0
External citation measurements
No source-named external measurement is stored.
Outbound references
Observation 73f2b23a-34f9-4dd5-ae13-e836057c7b55 · outbound
This paper cites an unresolved cited work.
Evidence Contextualization and Counterfactual Attribution for Conversational QA over Heterogeneous Data with RAG Systems Unresolved cited work
Reference 1
- Resolution
- unresolved
- raw_fallback, observed 2026-08-11T15:55:54.505499Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 48090a81-4fa4-48e6-afc8-b4092bcd635a · outbound
This paper cites an unresolved cited work.
Evidence Contextualization and Counterfactual Attribution for Conversational QA over Heterogeneous Data with RAG Systems Unresolved cited work
Reference 2
- Resolution
- unresolved
- raw_fallback, observed 2026-08-11T15:55:54.491456Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation f4116f82-cb5c-4761-95d4-e17b537a2570 · outbound
This paper cites an unresolved cited work.
Evidence Contextualization and Counterfactual Attribution for Conversational QA over Heterogeneous Data with RAG Systems Unresolved cited work
Reference 3
- Resolution
- unresolved
- raw_fallback, observed 2026-08-11T15:55:54.457260Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 49a7c55c-66f4-485d-bd84-2e78137cc0ed · outbound
This paper cites an unresolved cited work.
Evidence Contextualization and Counterfactual Attribution for Conversational QA over Heterogeneous Data with RAG Systems Unresolved cited work
Reference 4
- Resolution
- unresolved
- raw_fallback, observed 2026-08-11T15:55:54.445936Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation b12a9448-1fcb-4582-88cb-589389709a03 · outbound
This paper cites an unresolved cited work.
Evidence Contextualization and Counterfactual Attribution for Conversational QA over Heterogeneous Data with RAG Systems Unresolved cited work
Reference 5
- Resolution
- unresolved
- raw_fallback, observed 2026-08-11T15:55:54.432622Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 75bd3ccc-a695-41b8-aad6-232b04a1df02 · outbound
This paper cites an unresolved cited work.
Evidence Contextualization and Counterfactual Attribution for Conversational QA over Heterogeneous Data with RAG Systems Unresolved cited work
Reference 6
- Resolution
- unresolved
- raw_fallback, observed 2026-08-11T15:55:54.419527Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation e6926e72-0bba-4138-a260-b03fce6de8bf · outbound
This paper cites an unresolved cited work.
Evidence Contextualization and Counterfactual Attribution for Conversational QA over Heterogeneous Data with RAG Systems Unresolved cited work
Reference 7
- Resolution
- unresolved
- raw_fallback, observed 2026-08-11T15:55:54.407316Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation b4631b97-c479-443b-a50e-324858c7d798 · outbound
This paper cites an unresolved cited work.
Evidence Contextualization and Counterfactual Attribution for Conversational QA over Heterogeneous Data with RAG Systems Unresolved cited work
Reference 8
- Resolution
- unresolved
- raw_fallback, observed 2026-08-11T15:55:54.392184Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation ab83a335-3bba-4f11-9a43-fc30efab1034 · outbound
This paper cites an unresolved cited work.
Evidence Contextualization and Counterfactual Attribution for Conversational QA over Heterogeneous Data with RAG Systems Unresolved cited work
Reference 9
- Resolution
- unresolved
- raw_fallback, observed 2026-08-11T15:55:54.373869Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 74744050-d98c-463d-9e83-d0b8f362ce9c · outbound
This paper cites an unresolved cited work.
Evidence Contextualization and Counterfactual Attribution for Conversational QA over Heterogeneous Data with RAG Systems Unresolved cited work
Reference 10
- Resolution
- unresolved
- raw_fallback, observed 2026-08-11T15:55:54.338005Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation fbb5e634-696b-4b03-9602-ed0cbf3b4504 · outbound
This paper cites an unresolved cited work.
Evidence Contextualization and Counterfactual Attribution for Conversational QA over Heterogeneous Data with RAG Systems Unresolved cited work
Reference 11
- Resolution
- unresolved
- raw_fallback, observed 2026-08-11T15:55:54.324251Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation d9a20264-2b8a-461f-bb60-b557659ea11d · outbound
This paper cites an unresolved cited work.
Evidence Contextualization and Counterfactual Attribution for Conversational QA over Heterogeneous Data with RAG Systems Unresolved cited work
Reference 12
- Resolution
- unresolved
- raw_fallback, observed 2026-08-11T15:55:54.310682Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 033dada5-c618-4bf5-b5e4-6e829e050ca1 · outbound
This paper cites an unresolved cited work.
Evidence Contextualization and Counterfactual Attribution for Conversational QA over Heterogeneous Data with RAG Systems Unresolved cited work
Reference 13
- Resolution
- unresolved
- raw_fallback, observed 2026-08-11T15:55:54.298218Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 4af0b270-daa1-476e-bf43-24f7fa2fbbbb · outbound
This paper cites an unresolved cited work.
Evidence Contextualization and Counterfactual Attribution for Conversational QA over Heterogeneous Data with RAG Systems Unresolved cited work
Reference 14
- Resolution
- unresolved
- raw_fallback, observed 2026-08-11T15:55:54.284792Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 925f1124-cd7d-4597-ba48-1ca6e4b5ad1b · outbound
This paper cites an unresolved cited work.
Evidence Contextualization and Counterfactual Attribution for Conversational QA over Heterogeneous Data with RAG Systems Unresolved cited work
Reference 15
- Resolution
- unresolved
- raw_fallback, observed 2026-08-11T15:55:54.272013Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 550cafb5-93fc-45cd-80ab-78f99a1a4d44 · outbound
This paper cites an unresolved cited work.
Evidence Contextualization and Counterfactual Attribution for Conversational QA over Heterogeneous Data with RAG Systems Unresolved cited work
Reference 16
- Resolution
- unresolved
- raw_fallback, observed 2026-08-11T15:55:54.261131Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 6c9744b7-d35d-44d4-88a7-bb9cd2f00e3c · outbound
This paper cites an unresolved cited work.
Evidence Contextualization and Counterfactual Attribution for Conversational QA over Heterogeneous Data with RAG Systems Unresolved cited work
Reference 17
- Resolution
- unresolved
- raw_fallback, observed 2026-08-11T15:55:54.247444Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation dd94e7e9-d7cf-48df-958b-6dc8f9a1d676 · outbound
This paper cites an unresolved cited work.
Evidence Contextualization and Counterfactual Attribution for Conversational QA over Heterogeneous Data with RAG Systems Unresolved cited work
Reference 18
- Resolution
- unresolved
- raw_fallback, observed 2026-08-11T15:55:54.231821Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 4f66d38e-e682-4bf9-90c8-fc2f3a6d032a · outbound
This paper cites arXiv (2022).
Reference 2022
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-11T15:55:54.355661Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 6d01b833-58ba-4a05-bd93-a6bfcfb6fb46 · outbound
This paper cites In NeurIPS.
Reference 2024
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-11T15:55:54.472625Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Pith citing papers
Observation 31094a8e-dc13-4ae6-9ffb-0fe9f3bc870a · inbound
What Would Fix This RAG Failure? Auditing Counterfactual Response with Paired Evidence Interventions cites this paper.
What Would Fix This RAG Failure? Auditing Counterfactual Response with Paired Evidence Interventions Evidence Contextualization and Counterfactual Attribution for Conversational QA over Heterogeneous Data with RAG Systems
Reference 17
- Resolution
- verified exact
- local_arxiv, observed 2026-08-14T04:27:10.401068Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.