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Pith Number

pith:VRSKYGDO

pith:2025:VRSKYGDO5XPOWLAN2ZMDPH33TM
not attested not anchored not stored refs pending

Emergent Symbolic Mechanisms Support Abstract Reasoning in Large Language Models

Declan Campbell, Jonathan Cohen, Kaixuan Huang, Mengdi Wang, Taylor Webb, Yukang Yang

arxiv:2502.20332 v2 · 2025-02-27 · cs.CL · cs.AI

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\usepackage{pith}
\pithnumber{VRSKYGDO5XPOWLAN2ZMDPH33TM}

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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.

Cited by

2 papers in Pith

Receipt and verification
First computed 2026-07-05T11:16:56.113354Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

ac64ac186eeddeeb2c0dd658379f7b9b1edfe77021d67e7982fa024197d29612

Aliases

arxiv: 2502.20332 · arxiv_version: 2502.20332v2 · doi: 10.48550/arxiv.2502.20332 · pith_short_12: VRSKYGDO5XPO · pith_short_16: VRSKYGDO5XPOWLAN · pith_short_8: VRSKYGDO
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/VRSKYGDO5XPOWLAN2ZMDPH33TM \
  | 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: ac64ac186eeddeeb2c0dd658379f7b9b1edfe77021d67e7982fa024197d29612
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "b6d364e7e9eccb73c1ca7bf9485fe004647d622d6d986f5d14ca0dca79191abe",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2025-02-27T18:02:15Z",
    "title_canon_sha256": "86f299a0ae5dfc610fd958e2fc057a89805b4b4ee305ac52c1daedbb332f7658"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2502.20332",
    "kind": "arxiv",
    "version": 2
  }
}