Pith Number

pith:O4BUL3FB

pith:2024:O4BUL3FBRHMI3NXOHEGUZCZ5FV

not attested not anchored not stored refs pending

Maintaining Informative Coherence: Migrating Hallucinations in Large Language Models via Absorbing Markov Chains

Jiayu Yang, Jiemin Wu, Ruiqiang Xiao, Songning Lai, Tianlang Xue, Yutao Yue

arxiv:2410.20340 v1 · 2024-10-27 · 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{O4BUL3FBRHMI3NXOHEGUZCZ5FV}

Prints a linked badge after your title and injects PDF metadata. Compiles on arXiv. Learn more · Embed verified badge

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.

Receipt and verification

First computed	2026-07-05T09:26:43.482029Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

770345eca189d88db6ee390d4c8b3d2d473f569bef2f5272a1d4f7ea18c43fa1

Aliases

arxiv: 2410.20340 · arxiv_version: 2410.20340v1 · doi: 10.48550/arxiv.2410.20340 · pith_short_12: O4BUL3FBRHMI · pith_short_16: O4BUL3FBRHMI3NXO · pith_short_8: O4BUL3FB

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/O4BUL3FBRHMI3NXOHEGUZCZ5FV \
  | 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: 770345eca189d88db6ee390d4c8b3d2d473f569bef2f5272a1d4f7ea18c43fa1

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "5a4d6d8da0fe5e25c0fb4d762e082f01e55233d5b288ca49033289d7ac40999e",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2024-10-27T04:51:18Z",
    "title_canon_sha256": "0dcaf98db355bdbfc01ad205fb7011603ff68297182c66b5705d0c2bc30c753c"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2410.20340",
    "kind": "arxiv",
    "version": 1
  }
}