Paper Citation Record · LEDGER

SIRIN: A Unified Toolkit for Detecting Contextual Hallucinations in Retrieval-Augmented and Memory-Grounded LLM Systems

As of 9 August 2026, this Paper Citation Record lists 36 of 36 outbound references and 0 inbound Pith citation observations for arXiv:2608.00033.

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

pith.paper-citation-record.v1
2608.00033 v1

Coverage vector

measured 36 of 36 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-04T01:41:06.376717Z

measured 36 of 36 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-09T06:31:02.800959+00:00

measured 0 of 0 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links

measured 0 of 1 external citation measurements

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

Source: cited_works

Reference resolution

36 of 36 outbound references displayed

verified exact0
verified fuzzy0
unresolved36
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation e9eb752f-9258-482d-ac18-a17b8ebe8d0e · outbound

This paper cites Hallucination Detection in LLMs with Topological Divergence on Attention Graphs.

SIRIN: A Unified Toolkit for Detecting Contextual Hallucinations in Retrieval-Augmented and Memory-Grounded LLM Systems Hallucination Detection in LLMs with Topological Divergence on Attention Graphs

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-04T01:41:03.311706Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e56d3d18-813c-4b6d-8b4d-1ccb595eb0d9 · outbound

This paper cites an unresolved cited work.

SIRIN: A Unified Toolkit for Detecting Contextual Hallucinations in Retrieval-Augmented and Memory-Grounded LLM Systems Unresolved cited work

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-04T01:41:03.393054Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f4ca69f8-30c2-4759-bcfd-ba451d26bcc0 · outbound

This paper cites an unresolved cited work.

SIRIN: A Unified Toolkit for Detecting Contextual Hallucinations in Retrieval-Augmented and Memory-Grounded LLM Systems Unresolved cited work

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-04T01:41:03.504442Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d8239576-2acb-4dd5-b8f2-db259160390f · outbound

This paper cites an unresolved cited work.

SIRIN: A Unified Toolkit for Detecting Contextual Hallucinations in Retrieval-Augmented and Memory-Grounded LLM Systems Unresolved cited work

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-04T01:41:03.610185Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 940ed1c2-4acd-4844-9197-2e5dd00ed828 · outbound

This paper cites Mem0: Building Production-Ready AI Agents with Scalable Long-Term Memory.

SIRIN: A Unified Toolkit for Detecting Contextual Hallucinations in Retrieval-Augmented and Memory-Grounded LLM Systems Mem0: Building Production-Ready AI Agents with Scalable Long-Term Memory

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-04T01:41:03.763584Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 117a5636-a68a-4049-b17b-015a26d453b9 · outbound

This paper cites an unresolved cited work.

SIRIN: A Unified Toolkit for Detecting Contextual Hallucinations in Retrieval-Augmented and Memory-Grounded LLM Systems Unresolved cited work

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-04T01:41:03.914021Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f90de811-1d5c-404e-b4d7-fa27ce163174 · outbound

This paper cites an unresolved cited work.

SIRIN: A Unified Toolkit for Detecting Contextual Hallucinations in Retrieval-Augmented and Memory-Grounded LLM Systems Unresolved cited work

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-04T01:41:04.038469Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8d74fdb1-d26d-4509-9f3d-eb812ae14640 · outbound

This paper cites an unresolved cited work.

SIRIN: A Unified Toolkit for Detecting Contextual Hallucinations in Retrieval-Augmented and Memory-Grounded LLM Systems Unresolved cited work

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-04T01:41:04.165512Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9631e0a8-4d27-4423-ad78-049a1905929e · outbound

This paper cites LightMem: Lightweight and Efficient Memory-Augmented Generation.

SIRIN: A Unified Toolkit for Detecting Contextual Hallucinations in Retrieval-Augmented and Memory-Grounded LLM Systems LightMem: Lightweight and Efficient Memory-Augmented Generation

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-04T01:41:04.313698Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f1d1568d-0e15-4c90-9a41-277d7cb4e1e4 · outbound

This paper cites an unresolved cited work.

SIRIN: A Unified Toolkit for Detecting Contextual Hallucinations in Retrieval-Augmented and Memory-Grounded LLM Systems Unresolved cited work

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-04T01:41:04.451329Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 75dfe86b-2131-40e1-944a-8f11074fcc02 · outbound

This paper cites an unresolved cited work.

SIRIN: A Unified Toolkit for Detecting Contextual Hallucinations in Retrieval-Augmented and Memory-Grounded LLM Systems Unresolved cited work

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-04T01:41:04.606996Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bf0fdcd6-181e-4695-91d8-8ecea7b647d5 · outbound

This paper cites an unresolved cited work.

SIRIN: A Unified Toolkit for Detecting Contextual Hallucinations in Retrieval-Augmented and Memory-Grounded LLM Systems Unresolved cited work

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-04T01:41:04.738050Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 175a0f73-baf1-4449-8c0f-dbbafb550eaf · outbound

This paper cites an unresolved cited work.

SIRIN: A Unified Toolkit for Detecting Contextual Hallucinations in Retrieval-Augmented and Memory-Grounded LLM Systems Unresolved cited work

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-04T01:41:04.824869Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7a6ec547-a8f5-49fe-877e-96b367142be1 · outbound

This paper cites Tomczak, and Max Welling.

SIRIN: A Unified Toolkit for Detecting Contextual Hallucinations in Retrieval-Augmented and Memory-Grounded LLM Systems Tomczak, and Max Welling

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-04T01:41:04.903321Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2d47a65b-db41-4329-a096-21a78bf9e186 · outbound

This paper cites an unresolved cited work.

SIRIN: A Unified Toolkit for Detecting Contextual Hallucinations in Retrieval-Augmented and Memory-Grounded LLM Systems Unresolved cited work

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-04T01:41:04.977371Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d361cb08-f014-49fa-a431-be0a7a600c32 · outbound

This paper cites an unresolved cited work.

SIRIN: A Unified Toolkit for Detecting Contextual Hallucinations in Retrieval-Augmented and Memory-Grounded LLM Systems Unresolved cited work

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-04T01:41:05.037556Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4826894b-8d8c-48e3-8423-004f77093a19 · outbound

This paper cites an unresolved cited work.

SIRIN: A Unified Toolkit for Detecting Contextual Hallucinations in Retrieval-Augmented and Memory-Grounded LLM Systems Unresolved cited work

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-04T01:41:05.125167Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4a200208-449d-4c13-90bd-e00d938f9f9f · outbound

This paper cites Semantic Entropy Probes: Robust and Cheap Hallucination Detection in LLMs.

SIRIN: A Unified Toolkit for Detecting Contextual Hallucinations in Retrieval-Augmented and Memory-Grounded LLM Systems Semantic Entropy Probes: Robust and Cheap Hallucination Detection in LLMs

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-04T01:41:05.208858Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2ab8a531-bcc3-4f83-8ecb-a762aaaae22a · outbound

This paper cites LettuceDetect: A Hallucination Detection Framework for RAG Applications.

SIRIN: A Unified Toolkit for Detecting Contextual Hallucinations in Retrieval-Augmented and Memory-Grounded LLM Systems LettuceDetect: A Hallucination Detection Framework for RAG Applications

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-04T01:41:05.268794Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 82103ae0-83b4-4d3e-8442-8b2134a945eb · outbound

This paper cites an unresolved cited work.

SIRIN: A Unified Toolkit for Detecting Contextual Hallucinations in Retrieval-Augmented and Memory-Grounded LLM Systems Unresolved cited work

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-04T01:41:05.319773Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d1465a05-13e0-402f-bcdd-92892e468383 · outbound

This paper cites an unresolved cited work.

SIRIN: A Unified Toolkit for Detecting Contextual Hallucinations in Retrieval-Augmented and Memory-Grounded LLM Systems Unresolved cited work

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-04T01:41:05.376483Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e6090d4a-c663-47d2-8cc3-cddd1a732f32 · outbound

This paper cites SimpleMem: Efficient Lifelong Memory for LLM Agents.

SIRIN: A Unified Toolkit for Detecting Contextual Hallucinations in Retrieval-Augmented and Memory-Grounded LLM Systems SimpleMem: Efficient Lifelong Memory for LLM Agents

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-04T01:41:05.493275Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2df3a568-a7b0-4248-bd8a-4349181dbc7e · outbound

This paper cites an unresolved cited work.

SIRIN: A Unified Toolkit for Detecting Contextual Hallucinations in Retrieval-Augmented and Memory-Grounded LLM Systems Unresolved cited work

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-04T01:41:05.547501Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 849a052b-184c-4904-bfb6-39bf4f0bc638 · outbound

This paper cites an unresolved cited work.

SIRIN: A Unified Toolkit for Detecting Contextual Hallucinations in Retrieval-Augmented and Memory-Grounded LLM Systems Unresolved cited work

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-04T01:41:05.627700Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 78dad49a-2c13-4111-962f-f76a88cb966b · outbound

This paper cites an unresolved cited work.

SIRIN: A Unified Toolkit for Detecting Contextual Hallucinations in Retrieval-Augmented and Memory-Grounded LLM Systems Unresolved cited work

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-04T01:41:05.665879Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation beca2628-de81-4894-8027-ce53af3834bb · outbound

This paper cites an unresolved cited work.

SIRIN: A Unified Toolkit for Detecting Contextual Hallucinations in Retrieval-Augmented and Memory-Grounded LLM Systems Unresolved cited work

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-04T01:41:05.733499Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 27c22370-3160-43ea-9070-ae140d3d9d60 · outbound

This paper cites an unresolved cited work.

SIRIN: A Unified Toolkit for Detecting Contextual Hallucinations in Retrieval-Augmented and Memory-Grounded LLM Systems Unresolved cited work

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-04T01:41:05.811954Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b63ebc9a-246c-4244-a368-878fb8055107 · outbound

This paper cites an unresolved cited work.

SIRIN: A Unified Toolkit for Detecting Contextual Hallucinations in Retrieval-Augmented and Memory-Grounded LLM Systems Unresolved cited work

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-04T01:41:05.877785Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 55e91fff-b288-4261-b781-9d87c444478b · outbound

This paper cites an unresolved cited work.

SIRIN: A Unified Toolkit for Detecting Contextual Hallucinations in Retrieval-Augmented and Memory-Grounded LLM Systems Unresolved cited work

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-04T01:41:05.941595Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ec2a46bc-7336-4da0-9a7e-bcdd0e455a38 · outbound

This paper cites an unresolved cited work.

SIRIN: A Unified Toolkit for Detecting Contextual Hallucinations in Retrieval-Augmented and Memory-Grounded LLM Systems Unresolved cited work

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-04T01:41:06.002502Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 24dc2b94-dbdf-4a1b-8e16-1bc91298a386 · outbound

This paper cites an unresolved cited work.

SIRIN: A Unified Toolkit for Detecting Contextual Hallucinations in Retrieval-Augmented and Memory-Grounded LLM Systems Unresolved cited work

Reference 31

Resolution: unresolved; no resolver link, observed 2026-08-04T01:41:06.069414Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 969bc897-65c8-4536-adc8-47fca32ced6c · outbound

This paper cites Efficient Hallucination Detection for LLMs Using Uncertainty-Aware Attention Heads.

SIRIN: A Unified Toolkit for Detecting Contextual Hallucinations in Retrieval-Augmented and Memory-Grounded LLM Systems Efficient Hallucination Detection for LLMs Using Uncertainty-Aware Attention Heads

Reference 32

Resolution: unresolved; no resolver link, observed 2026-08-04T01:41:06.142285Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 51c70584-d94a-4e2b-ac9d-2a14b019cc27 · outbound

This paper cites an unresolved cited work.

SIRIN: A Unified Toolkit for Detecting Contextual Hallucinations in Retrieval-Augmented and Memory-Grounded LLM Systems Unresolved cited work

Reference 33

Resolution: unresolved; no resolver link, observed 2026-08-04T01:41:06.188461Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b7b2128d-191e-4227-aabb-0f440f3ab454 · outbound

This paper cites HalluEntity: Benchmarking and Understanding Entity-Level Hallucination Detection.

SIRIN: A Unified Toolkit for Detecting Contextual Hallucinations in Retrieval-Augmented and Memory-Grounded LLM Systems HalluEntity: Benchmarking and Understanding Entity-Level Hallucination Detection

Reference 34

Resolution: unresolved; no resolver link, observed 2026-08-04T01:41:06.250709Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a87f3829-e230-48a0-a168-658d92e5bba6 · outbound

This paper cites an unresolved cited work.

SIRIN: A Unified Toolkit for Detecting Contextual Hallucinations in Retrieval-Augmented and Memory-Grounded LLM Systems Unresolved cited work

Reference 35

Resolution: unresolved; no resolver link, observed 2026-08-04T01:41:06.317907Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 14be8622-37c7-4019-b5bd-de6d64ce9c93 · outbound

This paper cites an unresolved cited work.

SIRIN: A Unified Toolkit for Detecting Contextual Hallucinations in Retrieval-Augmented and Memory-Grounded LLM Systems Unresolved cited work

Reference 36

Resolution: unresolved; no resolver link, observed 2026-08-04T01:41:06.376717Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

No inbound Pith citation observations are available.