Pith Number

pith:OLJAIBVA

pith:2025:OLJAIBVAZM5JH7JYAI5GN7CO4V

not attested not anchored not stored refs pending

The Mechanistic Emergence of Symbol Grounding in Language Models

Freda Shi, Josue Torres-Fonseca, Joyce Chai, Shuyu Wu, Xiaoxi Luo, Yidong Huang, Ziqiao Ma

arxiv:2510.13796 v3 · 2025-10-15 · cs.CL · cs.CV

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{OLJAIBVAZM5JH7JYAI5GN7CO4V}

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	2026-06-04T01:09:38.851087Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

72d20406a0cb3a93fd38023a66fc4ee57f089a04de46f9991778121a857a0cf4

Aliases

arxiv: 2510.13796 · arxiv_version: 2510.13796v3 · doi: 10.48550/arxiv.2510.13796 · pith_short_12: OLJAIBVAZM5J · pith_short_16: OLJAIBVAZM5JH7JY · pith_short_8: OLJAIBVA

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/OLJAIBVAZM5JH7JYAI5GN7CO4V \
  | 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: 72d20406a0cb3a93fd38023a66fc4ee57f089a04de46f9991778121a857a0cf4

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "c87144d15fbbb596604f8921e38d8aa33b05529b35baa79c9460d8d34068f48b",
    "cross_cats_sorted": [
      "cs.CV"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2025-10-15T17:56:15Z",
    "title_canon_sha256": "1af2db77f7085bc4a57019484bc48d09d04bc387718f24d6b525dc7ef9663d9f"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2510.13796",
    "kind": "arxiv",
    "version": 3
  }
}