Pith Number

pith:2GYZSUCL

pith:2023:2GYZSUCLI4UHRXGPAGOZ3LCXRH

not attested not anchored not stored refs pending

Ever: Mitigating Hallucination in Large Language Models through Real-Time Verification and Rectification

Haoqiang Kang, Huaxiu Yao, Juntong Ni

arxiv:2311.09114 v2 · 2023-11-15 · cs.CL · cs.AI · cs.LG

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{2GYZSUCLI4UHRXGPAGOZ3LCXRH}

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.

Cited by

2 papers in Pith

Cascading Hallucination in Agentic RAG: The CHARM Framework for Detection and Mitigation

MobiBench: Multi-Branch, Modular Benchmark for Mobile GUI Agents

Receipt and verification

First computed	2026-07-05T07:48:50.269823Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

d1b199504b472878dccf019d9dac5789ded5d9db94cb0edf8b8bd268d1afc0e9

Aliases

arxiv: 2311.09114 · arxiv_version: 2311.09114v2 · doi: 10.48550/arxiv.2311.09114 · pith_short_12: 2GYZSUCLI4UH · pith_short_16: 2GYZSUCLI4UHRXGP · pith_short_8: 2GYZSUCL

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/2GYZSUCLI4UHRXGPAGOZ3LCXRH \
  | 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: d1b199504b472878dccf019d9dac5789ded5d9db94cb0edf8b8bd268d1afc0e9

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "c77d0d10e467fc42a20b58de1e156e68b28681395b84a11a2062b1bb9dad4bed",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2023-11-15T17:04:56Z",
    "title_canon_sha256": "caa8af972ed6c35b3d27a464e3eace15ff6a0db0cd8f399f68906cfa79459300"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2311.09114",
    "kind": "arxiv",
    "version": 2
  }
}