Pith Number

pith:ULUF5CKU

pith:2024:ULUF5CKUXDID27ZGPFYYRSLGPX

not attested not anchored not stored refs pending

Look Within, Why LLMs Hallucinate: A Causal Perspective

Haoang Chi, He Li, Mingyu Liu, Wenjing Yang

arxiv:2407.10153 v1 · 2024-07-14 · cs.CL · cs.AI

Open paper page JSON Open Graph Bundle Merged state Verified badge What is a Pith Number?

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{ULUF5CKUXDID27ZGPFYYRSLGPX}

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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

1 paper in Pith

Exploring Causal Effect of Social Bias on Faithfulness Hallucinations in Large Language Models

Receipt and verification

First computed	2026-07-05T08:43:39.960529Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

a2e85e8954b8d03d7f26797188c9667df9ff67d75a678f2174302f941d9e7272

Aliases

arxiv: 2407.10153 · arxiv_version: 2407.10153v1 · doi: 10.48550/arxiv.2407.10153 · pith_short_12: ULUF5CKUXDID · pith_short_16: ULUF5CKUXDID27ZG · pith_short_8: ULUF5CKU

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/ULUF5CKUXDID27ZGPFYYRSLGPX \
  | 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: a2e85e8954b8d03d7f26797188c9667df9ff67d75a678f2174302f941d9e7272

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "de4da803f3d5b276005d98c9fec531ea31f918e5db7c9b916939d4522c5e32f8",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2024-07-14T10:47:44Z",
    "title_canon_sha256": "07e9b9c9d2028c9f9c8da8267f640e7abe9dafc0dbdf2308b9921022833f5ef3"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2407.10153",
    "kind": "arxiv",
    "version": 1
  }
}