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Pith Number

pith:JATT3KOO

pith:2023:JATT3KOOEMWPSQWU6ZXVEPL5LE
not attested not anchored not stored refs pending

Tracing and Manipulating Intermediate Values in Neural Math Problem Solvers

Benjamin Heinzerling, Kentaro Inui, Masashi Yoshikawa, Yuta Matsumoto

arxiv:2301.06758 v1 · 2023-01-17 · cs.LG · cs.AI · cs.CL

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\usepackage{pith}
\pithnumber{JATT3KOOEMWPSQWU6ZXVEPL5LE}

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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.

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1 paper in Pith

Receipt and verification
First computed 2026-07-05T05:33:35.499752Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

48273da9ce232cf942d4f66f523d7d591e1479e5920efd7ccf87531322e81763

Aliases

arxiv: 2301.06758 · arxiv_version: 2301.06758v1 · doi: 10.48550/arxiv.2301.06758 · pith_short_12: JATT3KOOEMWP · pith_short_16: JATT3KOOEMWPSQWU · pith_short_8: JATT3KOO
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/JATT3KOOEMWPSQWU6ZXVEPL5LE \
  | 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: 48273da9ce232cf942d4f66f523d7d591e1479e5920efd7ccf87531322e81763
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "e904f27a80ee9cf44f6bbb87f31d11f5ef9dd1e69018e8edebc10b28c2472a01",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.CL"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2023-01-17T08:46:50Z",
    "title_canon_sha256": "bd7c0cc2c7acd1778f675dda98df15189c2eaa3f2e4c9394dfb6ef85a16c643c"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2301.06758",
    "kind": "arxiv",
    "version": 1
  }
}