Pith Number

pith:NOAXMFYH

pith:2025:NOAXMFYHPYYY5ZROWCF5Z2TITN

not attested not anchored not stored refs pending

Inference-Time Intervention in Large Language Models for Reliable Requirement Verification

Annalisa Riccardi, James Xie, Paul Darm

arxiv:2503.14130 v1 · 2025-03-18 · cs.AI · cs.SE

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{NOAXMFYHPYYY5ZROWCF5Z2TITN}

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	2026-07-05T10:33:55.771019Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

6b817617077e318ee62eb08bdcea689b4c25e660e41e020da34611811f6886ce

Aliases

arxiv: 2503.14130 · arxiv_version: 2503.14130v1 · doi: 10.48550/arxiv.2503.14130 · pith_short_12: NOAXMFYHPYYY · pith_short_16: NOAXMFYHPYYY5ZRO · pith_short_8: NOAXMFYH

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/NOAXMFYHPYYY5ZROWCF5Z2TITN \
  | 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: 6b817617077e318ee62eb08bdcea689b4c25e660e41e020da34611811f6886ce

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "8a7840c64b88f2f161a638ccc04e51538e930f1a13d57788e3ff611ca3257180",
    "cross_cats_sorted": [
      "cs.SE"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2025-03-18T10:49:36Z",
    "title_canon_sha256": "4e4bda7bcbda10460f96c5d222922b63514b3af132a522394d3d3b29307f7413"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2503.14130",
    "kind": "arxiv",
    "version": 1
  }
}