Pith Number

pith:67SOKW7I

pith:2024:67SOKW7ITMFI6S673KFY7WWS76

not attested not anchored not stored refs pending

Forking Paths in Neural Text Generation

Ari Holtzman, Eric Bigelow, Hidenori Tanaka, Tomer Ullman

arxiv:2412.07961 v1 · 2024-12-10 · 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{67SOKW7ITMFI6S673KFY7WWS76}

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

3 papers in Pith

Rethinking On-Policy Self-Distillation for Thinking Models

Thought Branches: Interpreting LLM Reasoning Requires Resampling

When Policy Entropy Constraint Fails: Preserving Diversity in Flow-based RLHF via Perceptual Entropy

Receipt and verification

First computed	2026-07-05T09:47:41.742966Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

f7e4e55be89b0a8f4bdfda8b8fdad2ff8fb589dab1ac45c0b9a481be97cfece4

Aliases

arxiv: 2412.07961 · arxiv_version: 2412.07961v1 · doi: 10.48550/arxiv.2412.07961 · pith_short_12: 67SOKW7ITMFI · pith_short_16: 67SOKW7ITMFI6S67 · pith_short_8: 67SOKW7I

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/67SOKW7ITMFI6S673KFY7WWS76 \
  | 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: f7e4e55be89b0a8f4bdfda8b8fdad2ff8fb589dab1ac45c0b9a481be97cfece4

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "7328f08ab847eb4c1f897ca6f43dea226735cef39497bc166cea633e2dbc59f9",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2024-12-10T22:57:57Z",
    "title_canon_sha256": "9fe869605ae31b2a054dd53720e6cfc8d89c3d93dda0db8dde8f0c1ffd9bf62b"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2412.07961",
    "kind": "arxiv",
    "version": 1
  }
}