Pith Number

pith:6U2SKB7M

pith:2024:6U2SKB7MHAFVZCQGFROXNMB52M

not attested not anchored not stored refs pending

Phase Transitions in the Output Distribution of Large Language Models

Flemming Holtorf, Frank Sch\"afer, Julian Arnold, Niels L\"orch

arxiv:2405.17088 v1 · 2024-05-27 · cs.LG · cond-mat.stat-mech · cs.AI · cs.CL

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{6U2SKB7MHAFVZCQGFROXNMB52M}

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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

1 paper in Pith

A Type Theory of Sense: Witnessed Choice in Stratified Semantic Spaces

Receipt and verification

First computed	2026-07-05T08:23:39.792516Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

f5352507ec380b5c8a062c5d76b03dd31baf4bda2a0d8dffc07f42be83d308dc

Aliases

arxiv: 2405.17088 · arxiv_version: 2405.17088v1 · doi: 10.48550/arxiv.2405.17088 · pith_short_12: 6U2SKB7MHAFV · pith_short_16: 6U2SKB7MHAFVZCQG · pith_short_8: 6U2SKB7M

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/6U2SKB7MHAFVZCQGFROXNMB52M \
  | 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: f5352507ec380b5c8a062c5d76b03dd31baf4bda2a0d8dffc07f42be83d308dc

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "09332ccdc657833fb5804aaac55d297ffb387fd3ff695a2a28d2c968ab99675d",
    "cross_cats_sorted": [
      "cond-mat.stat-mech",
      "cs.AI",
      "cs.CL"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-05-27T12:04:36Z",
    "title_canon_sha256": "229baeec10427d8af77b2748f07c7533caef7c5248e60879f9e871570e25fcdd"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2405.17088",
    "kind": "arxiv",
    "version": 1
  }
}