Pith Number

pith:FZU5CMSS

pith:2025:FZU5CMSSPXO5GZ4GAPXSALHGP6

not attested not anchored not stored refs pending

LLM Web Dynamics: Tracing Model Collapse in a Network of LLMs

Akira Horiguchi, Carey E. Priebe, Lingyou Pang, Tianyu Wang

arxiv:2506.15690 v3 · 2025-05-26 · cs.LG · cs.AI · cs.SI · stat.ME

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{FZU5CMSSPXO5GZ4GAPXSALHGP6}

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.

Cited by

1 paper in Pith

Epistemic diversity across language models mitigates knowledge collapse

Receipt and verification

First computed	2026-07-05T11:42:31.003680Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

2e69d132527dddd3678603ef202ce67f93479043abb2895c447322f2591605f2

Aliases

arxiv: 2506.15690 · arxiv_version: 2506.15690v3 · doi: 10.48550/arxiv.2506.15690 · pith_short_12: FZU5CMSSPXO5 · pith_short_16: FZU5CMSSPXO5GZ4G · pith_short_8: FZU5CMSS

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/FZU5CMSSPXO5GZ4GAPXSALHGP6 \
  | 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: 2e69d132527dddd3678603ef202ce67f93479043abb2895c447322f2591605f2

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "ae0c8930e937e2e4a4f0f5478137e9b755d5824475fd296cac3ca3e7fcd4f813",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.SI",
      "stat.ME"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-05-26T22:10:52Z",
    "title_canon_sha256": "5a810ebec347cf5a33109d77154b91cf4d6c3984ddc57e19510651b8483f5317"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2506.15690",
    "kind": "arxiv",
    "version": 3
  }
}