Pith Number

pith:LNMHAJDH

pith:2021:LNMHAJDHIQM2BEZ5L47CABVMHM

not attested not anchored not stored refs pending

Retrieval Augmentation Reduces Hallucination in Conversation

Douwe Kiela, Jason Weston, Kurt Shuster, Moya Chen, Spencer Poff

arxiv:2104.07567 v1 · 2021-04-15 · cs.CL · cs.AI

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Add to your LaTeX paper

\usepackage{pith}
\pithnumber{LNMHAJDHIQM2BEZ5L47CABVMHM}

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Record completeness

1 Bitcoin timestamp

2 Internet Archive

3 Author claim open · sign in to claim

4 Citations open

5 Replications open

✓ Portable graph bundle live · download bundle · merged state

The bundle contains the canonical record plus signed events. A mirror can host it anywhere and recompute the same current state with the deterministic merge algorithm.

Cited by

24 papers in Pith

Silent Failure in LLM Agent Systems: The Entropy Principle and the Inevitable Disorder of Autonomous Agents

GraphSteal: Structural Knowledge Stealing from Graph RAG via Traversal Reconstruction

K-FinHallu: A Hallucination Detection Benchmark for Multi-Turn RAG in Korean Finance

Inference Cost Attacks for Retrieval-Augmented Large Language Models

Hallucinations are inevitable but can be made statistically negligible

Receipt and verification

First computed	2026-07-05T02:32:29.607061Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

5b587024674419a0933d5f3e2006ac3b0918781aa42b5eafa06543561c7be731

Aliases

arxiv: 2104.07567 · arxiv_version: 2104.07567v1 · doi: 10.48550/arxiv.2104.07567 · pith_short_12: LNMHAJDHIQM2 · pith_short_16: LNMHAJDHIQM2BEZ5 · pith_short_8: LNMHAJDH

Agent API

Resolver JSON Graph JSON Events JSON Schema Signing key

Verify this Pith Number yourself

curl -sH 'Accept: application/ld+json' https://pith.science/pith/LNMHAJDHIQM2BEZ5L47CABVMHM \
  | jq -c '.canonical_record' \
  | python3 -c "import sys,json,hashlib; b=json.dumps(json.loads(sys.stdin.read()), sort_keys=True, separators=(',',':'), ensure_ascii=False).encode(); print(hashlib.sha256(b).hexdigest())"
# expect: 5b587024674419a0933d5f3e2006ac3b0918781aa42b5eafa06543561c7be731

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "b88e51aa791228abf553e49efaed163cdfd1b69b8c4205d82ea80082d4f2d9bd",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2021-04-15T16:24:43Z",
    "title_canon_sha256": "0ebe9c792716af2dbfc1c7422ca6f0dbe20f5d7096808efae9e94e8fe8090ccf"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2104.07567",
    "kind": "arxiv",
    "version": 1
  }
}