Pith Number

pith:Y437ZWJ3

pith:2024:Y437ZWJ3VOPD7M324CPU7MYRL6

not attested not anchored not stored refs pending

Detecting Mode Collapse in Language Models via Narration

Sil Hamilton

arxiv:2402.04477 v1 · 2024-02-06 · cs.CL · cs.AI

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{Y437ZWJ3VOPD7M324CPU7MYRL6}

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

2 papers in Pith

Can We Trust LLM's Logic? Quantifying Uncertainty, Coherence, and Robustness via a Graph-Based Framework

Annotations Mitigate Post-Training Mode Collapse

Receipt and verification

First computed	2026-07-05T10:21:02.517046Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

c737fcd93bab9e3fb37ae09f4fb3115f89a6d9106dd45cf04f8c450ed951859f

Aliases

arxiv: 2402.04477 · arxiv_version: 2402.04477v1 · doi: 10.48550/arxiv.2402.04477 · pith_short_12: Y437ZWJ3VOPD · pith_short_16: Y437ZWJ3VOPD7M32 · pith_short_8: Y437ZWJ3

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/Y437ZWJ3VOPD7M324CPU7MYRL6 \
  | 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: c737fcd93bab9e3fb37ae09f4fb3115f89a6d9106dd45cf04f8c450ed951859f

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "3429b1d930a9271df2a47a3fdd433715b80fdbc719ba50188fa98f2d425defda",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2024-02-06T23:52:58Z",
    "title_canon_sha256": "9514be5aadc7def1f0c396d0495371e9ad2bf2484681c3d2a44b25f0019be8cd"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2402.04477",
    "kind": "arxiv",
    "version": 1
  }
}