Pith. sign in
Pith Number

pith:GJN5RTO6

pith:2025:GJN5RTO65QFNOLIGUWVSKMZFNR
not attested not anchored not stored refs pending

Iterative Resolution of Prompt Ambiguities Using a Progressive Cutting-Search Approach

Fabrizio Marozzo

arxiv:2505.02952 v2 · 2025-05-05 · cs.AI · cs.CL · cs.ET · cs.IR · cs.LG

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{GJN5RTO65QFNOLIGUWVSKMZFNR}

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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 2026-07-05T11:29:59.192771Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

325bd8cddeec0ad72d06a5ab2533256c65c3230ebdd63b96601f0830765a9ab0

Aliases

arxiv: 2505.02952 · arxiv_version: 2505.02952v2 · doi: 10.48550/arxiv.2505.02952 · pith_short_12: GJN5RTO65QFN · pith_short_16: GJN5RTO65QFNOLIG · pith_short_8: GJN5RTO6
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/GJN5RTO65QFNOLIGUWVSKMZFNR \
  | 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: 325bd8cddeec0ad72d06a5ab2533256c65c3230ebdd63b96601f0830765a9ab0
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "9eb6b88fb4b2f13a8cc4145f8fcc7ab97cfeb0cd54a7a5fdc14e72f04a093cf8",
    "cross_cats_sorted": [
      "cs.CL",
      "cs.ET",
      "cs.IR",
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2025-05-05T18:31:18Z",
    "title_canon_sha256": "0d23562be4d883d5437fb633460525461da8486528a31b8f94c9e123cf112086"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2505.02952",
    "kind": "arxiv",
    "version": 2
  }
}