Pith Number

pith:TV5X63E6

pith:2024:TV5X63E6MLJPYSZ5ALMCNNNJOJ

not attested not anchored not stored refs pending

Reducing Tool Hallucination via Reliability Alignment

Da Ma, Hongshen Xu, Kai Yu, Lei Pan, Lu Chen, Ruisheng Cao, Su Zhu, Zichen Zhu, Zihan Wang

arxiv:2412.04141 v3 · 2024-12-05 · cs.CL

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{TV5X63E6MLJPYSZ5ALMCNNNJOJ}

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

Learning to Act under Noise: Enhancing Agent Robustness via Noisy Environments

The Reasoning Trap: How Enhancing LLM Reasoning Amplifies Tool Hallucination

Receipt and verification

First computed	2026-07-05T11:11:37.806685Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

9d7b7f6c9e62d2fc4b3d02d826b5a9724410c6629823e9910ffad9856b5256b2

Aliases

arxiv: 2412.04141 · arxiv_version: 2412.04141v3 · doi: 10.48550/arxiv.2412.04141 · pith_short_12: TV5X63E6MLJP · pith_short_16: TV5X63E6MLJPYSZ5 · pith_short_8: TV5X63E6

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/TV5X63E6MLJPYSZ5ALMCNNNJOJ \
  | 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: 9d7b7f6c9e62d2fc4b3d02d826b5a9724410c6629823e9910ffad9856b5256b2

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "5c9fad47cd0b297b698b7b4a606b839477782b03c7c444e016d33554470be626",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2024-12-05T13:10:54Z",
    "title_canon_sha256": "20ab0943878946428050abfd5e28c3ee4efeadc03c30a727bda31d3b6515a3e6"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2412.04141",
    "kind": "arxiv",
    "version": 3
  }
}