Pith Number

pith:76JIXJR2

pith:2025:76JIXJR2AC4YZ4DRBQDMWE3B7P

not attested not anchored not stored refs pending

Tracing Facts or just Copies? A critical investigation of the Competitions of Mechanisms in Large Language Models

Dante Campregher, Maria Heuss, Sander Hoffman, Yanxu Chen

arxiv:2507.11809 v1 · 2025-07-16 · cs.CL · cs.AI · cs.LG

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{76JIXJR2AC4YZ4DRBQDMWE3B7P}

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	2026-07-05T11:37:51.280655Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

ff928ba63a00b98cf0710c06cb1361fbdb21291f830f830ce3fa397361e2d05f

Aliases

arxiv: 2507.11809 · arxiv_version: 2507.11809v1 · doi: 10.48550/arxiv.2507.11809 · pith_short_12: 76JIXJR2AC4Y · pith_short_16: 76JIXJR2AC4YZ4DR · pith_short_8: 76JIXJR2

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/76JIXJR2AC4YZ4DRBQDMWE3B7P \
  | 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: ff928ba63a00b98cf0710c06cb1361fbdb21291f830f830ce3fa397361e2d05f

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "fc3636325c691c609c1343f402e8df354232c0da386c3e1ec245a152f864b51b",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2025-07-16T00:08:48Z",
    "title_canon_sha256": "44462ca0b25f055c62c85d6e5301f04837d68e787d98aa789173320746a55625"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2507.11809",
    "kind": "arxiv",
    "version": 1
  }
}