Pith Number

pith:3WYKEHWN

pith:2024:3WYKEHWNJAKVYZ7EYVRMWYT7XM

not attested not anchored not stored refs pending

From Decoding to Meta-Generation: Inference-time Algorithms for Large Language Models

Alex Xie, Amanda Bertsch, Graham Neubig, Hailey Schoelkopf, Ilia Kulikov, Matthew Finlayson, Sean Welleck, Zaid Harchaoui

arxiv:2406.16838 v2 · 2024-06-24 · cs.CL · 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{3WYKEHWNJAKVYZ7EYVRMWYT7XM}

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

11 papers in Pith

Geometric Signatures of Reasoning: A Spectral Perspective on Task Hardness

APPO: Agentic Procedural Policy Optimization

Constrained Decoding for Safe Robot Navigation Foundation Models

The Unreasonable Effectiveness of Entropy Minimization in LLM Reasoning

Inclusion-of-Thoughts: Mitigating Preference Instability via Purifying the Decision Space

Receipt and verification

First computed	2026-07-05T09:38:15.169800Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

ddb0a21ecd48155c67e4c562cb627fbb03cec454b6ad3702ae99c7e73c40fd4e

Aliases

arxiv: 2406.16838 · arxiv_version: 2406.16838v2 · doi: 10.48550/arxiv.2406.16838 · pith_short_12: 3WYKEHWNJAKV · pith_short_16: 3WYKEHWNJAKVYZ7E · pith_short_8: 3WYKEHWN

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/3WYKEHWNJAKVYZ7EYVRMWYT7XM \
  | 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: ddb0a21ecd48155c67e4c562cb627fbb03cec454b6ad3702ae99c7e73c40fd4e

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "a487220e1494c4bdc6c0d5b32a11d82f1a9ea18669a7009d64f2cadf1e9b0678",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2024-06-24T17:45:59Z",
    "title_canon_sha256": "9d3e1ae5d6b56becc18af63994321e7934f299af1dca9d3dcd4a725f15291b68"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2406.16838",
    "kind": "arxiv",
    "version": 2
  }
}