Pith Number

pith:QRG6SG3N

pith:2025:QRG6SG3NV76ZERY3GFZMZA2OXB

not attested not anchored not stored refs pending

MIH-TCCT: Mitigating Inconsistent Hallucinations in LLMs via Event-Driven Text-Code Cyclic Training

Guoping Hu, Huan Zhang, Ji Wu, Kaiyin Zhou, Qixin Sun, Shaohui Liu, Shijin Wang, Si Liu, Xien Liu, Xinxin You

arxiv:2502.08904 v3 · 2025-02-13 · 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{QRG6SG3NV76ZERY3GFZMZA2OXB}

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

1 paper in Pith

PluRule: A Benchmark for Moderating Pluralistic Communities on Social Media

Receipt and verification

First computed	2026-07-05T10:20:43.710400Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

844de91b6daffd92471b3172cc834eb87f4420f4bd1043b6787f70cf2ce0c413

Aliases

arxiv: 2502.08904 · arxiv_version: 2502.08904v3 · doi: 10.48550/arxiv.2502.08904 · pith_short_12: QRG6SG3NV76Z · pith_short_16: QRG6SG3NV76ZERY3 · pith_short_8: QRG6SG3N

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/QRG6SG3NV76ZERY3GFZMZA2OXB \
  | 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: 844de91b6daffd92471b3172cc834eb87f4420f4bd1043b6787f70cf2ce0c413

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "6ddb7d15f4135dc6c0cbfed3f6f9973fd694fd530e35b344ec7695275091728c",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2025-02-13T02:40:33Z",
    "title_canon_sha256": "d61bc53b73ec0d842b51b402be72b6e17b551aaaa1c0865100fd656cb75a826f"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2502.08904",
    "kind": "arxiv",
    "version": 3
  }
}