Paper Citation Record · LEDGER

LLM Enhancer: Merged Approach using Vector Embedding for Reducing Large Language Model Hallucinations with External Knowledge

As of 23 August 2026, this Paper Citation Record lists 22 of 22 outbound references and 1 inbound Pith citation observation for arXiv:2504.21132.

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

pith.paper-citation-record.v1
2504.21132 v1

Coverage vector

measured 22 of 22 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-16T05:16:35.562731Z

measured 23 of 23 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-23T06:30:58.430688+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-05T12:39:48.988959Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-08-05T12:39:49.566609Z

Reference resolution

22 of 22 outbound references displayed

verified exact1
verified fuzzy12
unresolved8
parse uncertain0
malformed identifier1
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation f0ea84fb-ff2d-4167-b679-91fde3f44fd5 · outbound

This paper cites Attention Is All You Need.

LLM Enhancer: Merged Approach using Vector Embedding for Reducing Large Language Model Hallucinations with External Knowledge Attention Is All You Need

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-16T05:16:35.455920Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 69078a28-039d-4347-b593-649913923778 · outbound

This paper cites Language Models are Few-Shot Learners.

LLM Enhancer: Merged Approach using Vector Embedding for Reducing Large Language Model Hallucinations with External Knowledge Language Models are Few-Shot Learners

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-16T05:16:35.460795Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f8325f56-ffc0-474c-8aca-748c2d0d1d23 · outbound

This paper cites Alkaissi and S.

LLM Enhancer: Merged Approach using Vector Embedding for Reducing Large Language Model Hallucinations with External Knowledge Alkaissi and S

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-16T05:16:35.465322Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 25e26278-cfac-4593-8b6c-cbaaa81ec555 · outbound

This paper cites LLaMA: Open and Efficient Foundation Language Models.

LLM Enhancer: Merged Approach using Vector Embedding for Reducing Large Language Model Hallucinations with External Knowledge LLaMA: Open and Efficient Foundation Language Models

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-16T05:16:35.470057Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a58f0c99-e012-4620-8013-56182f4db4c3 · outbound

This paper cites Llama 2: Open Foundation and Fine-Tuned Chat Models.

LLM Enhancer: Merged Approach using Vector Embedding for Reducing Large Language Model Hallucinations with External Knowledge Llama 2: Open Foundation and Fine-Tuned Chat Models

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-16T05:16:35.475562Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7ffcd299-0b7e-4bcf-abcc-7868e3bab2c1 · outbound

This paper cites Mistral 7B.

LLM Enhancer: Merged Approach using Vector Embedding for Reducing Large Language Model Hallucinations with External Knowledge Mistral 7B

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-16T05:16:35.480666Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 267db757-9f3a-4c20-bc1e-4333959883af · outbound

This paper cites BART: Denoising Sequence-to-Sequence Pre-training for Natural Language Generation, Translation, and Comprehension.

LLM Enhancer: Merged Approach using Vector Embedding for Reducing Large Language Model Hallucinations with External Knowledge BART: Denoising Sequence-to-Sequence Pre-training for Natural Language Generation, Translation, and Comprehension

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-16T05:16:35.486303Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1729ccf4-bf99-4590-b62a-af031cb6a848 · outbound

This paper cites [Online].

LLM Enhancer: Merged Approach using Vector Embedding for Reducing Large Language Model Hallucinations with External Knowledge [Online]

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T05:16:36.066377Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 13abe2d6-64cd-4342-89d9-c0065d0e3f9c · outbound

This paper cites [Online].

LLM Enhancer: Merged Approach using Vector Embedding for Reducing Large Language Model Hallucinations with External Knowledge [Online]

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T05:16:36.047526Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation c0c1e88f-f20d-46c9-a21b-db9411dbada4 · outbound

This paper cites [Online].

LLM Enhancer: Merged Approach using Vector Embedding for Reducing Large Language Model Hallucinations with External Knowledge [Online]

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T05:16:36.025997Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 73aed9bb-3be6-43f3-8338-7c9471c80838 · outbound

This paper cites [Online].

LLM Enhancer: Merged Approach using Vector Embedding for Reducing Large Language Model Hallucinations with External Knowledge [Online]

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T05:16:36.008652Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation beefb3c7-66e7-410e-a70b-09c9154f7e35 · outbound

This paper cites [Online].

LLM Enhancer: Merged Approach using Vector Embedding for Reducing Large Language Model Hallucinations with External Knowledge [Online]

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T05:16:35.984620Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation b6de2749-0a4b-4ecd-bb1f-4c5613cad92a · outbound

This paper cites [Online].

LLM Enhancer: Merged Approach using Vector Embedding for Reducing Large Language Model Hallucinations with External Knowledge [Online]

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T05:16:35.961095Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation d9b77ca1-a619-478b-a034-c8f13f9f8492 · outbound

This paper cites [Online].

LLM Enhancer: Merged Approach using Vector Embedding for Reducing Large Language Model Hallucinations with External Knowledge [Online]

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T05:16:35.939900Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation b982360c-fe48-4ffd-b206-1068d08fbf2c · outbound

This paper cites [Online].

LLM Enhancer: Merged Approach using Vector Embedding for Reducing Large Language Model Hallucinations with External Knowledge [Online]

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T05:16:35.910789Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 89d9a0b9-7686-425c-a7f3-6e0cd97e303d · outbound

This paper cites [Online].

LLM Enhancer: Merged Approach using Vector Embedding for Reducing Large Language Model Hallucinations with External Knowledge [Online]

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T05:16:35.885134Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 23186cdf-3e15-47c7-9eb0-9cc825e06f00 · outbound

This paper cites [Online].

LLM Enhancer: Merged Approach using Vector Embedding for Reducing Large Language Model Hallucinations with External Knowledge [Online]

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T05:16:35.863188Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 9b735ed5-3084-4189-a19c-75c3aa27cd0f · outbound

This paper cites Check Your Facts and Try Again: Improving Large Language Models with External Knowledge and Automated Feedback.

LLM Enhancer: Merged Approach using Vector Embedding for Reducing Large Language Model Hallucinations with External Knowledge Check Your Facts and Try Again: Improving Large Language Models with External Knowledge and Automated Feedback

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-16T05:16:35.545549Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b0b0723e-7252-454b-8877-24a13f36e797 · outbound

This paper cites Agent Instructs Large Language Models to be General Zero-Shot Reasoners.

LLM Enhancer: Merged Approach using Vector Embedding for Reducing Large Language Model Hallucinations with External Knowledge Agent Instructs Large Language Models to be General Zero-Shot Reasoners

Reference 19

Resolution: verified exact; local_arxiv, observed 2026-08-16T05:16:35.650802Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 326b07b3-5c98-4eff-baca-96f16fd76940 · outbound

This paper cites Yang, W.-t.

LLM Enhancer: Merged Approach using Vector Embedding for Reducing Large Language Model Hallucinations with External Knowledge Yang, W.-t

Reference 20

Resolution: malformed identifier; no resolver link, observed 2026-08-16T05:16:35.555255Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2cd16564-ee40-4b76-abdc-aea6d6b444b4 · outbound

This paper cites [Online].

LLM Enhancer: Merged Approach using Vector Embedding for Reducing Large Language Model Hallucinations with External Knowledge [Online]

Reference 21

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T05:16:35.836199Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 497a06f6-9e9e-41da-ad53-6c118a066f6a · outbound

This paper cites [Online].

LLM Enhancer: Merged Approach using Vector Embedding for Reducing Large Language Model Hallucinations with External Knowledge [Online]

Reference 22

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T05:16:35.814506Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Pith citing papers

Observation 9769549b-3fa4-4dfa-ac96-ea875b970df9 · inbound

WATCHED: A Web AI Agent Tool for Combating Hate Speech by Expanding Data cites this paper.

WATCHED: A Web AI Agent Tool for Combating Hate Speech by Expanding Data LLM Enhancer: Merged Approach using Vector Embedding for Reducing Large Language Model Hallucinations with External Knowledge

Reference 29

Resolution: verified exact; local_arxiv, observed 2026-08-05T12:39:49.572300Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.