Pith Number

pith:DYY2RP7C

pith:2025:DYY2RP7CDTWSY35UKXUCUMJDRH

not attested not anchored not stored refs pending

Iterative Deepening Sampling as Efficient Test-Time Scaling

Bistra Dilkina, Sven Koenig, Weizhe Chen

arxiv:2502.05449 v2 · 2025-02-08 · 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{DYY2RP7CDTWSY35UKXUCUMJDRH}

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

Towards Reasoning Era: A Survey of Long Chain-of-Thought for Reasoning Large Language Models

Receipt and verification

First computed	2026-07-05T11:13:20.018937Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

1e31a8bfe21ced2c6fb455e82a312389d044f7bc85c08ea111e57e5122cc6005

Aliases

arxiv: 2502.05449 · arxiv_version: 2502.05449v2 · doi: 10.48550/arxiv.2502.05449 · pith_short_12: DYY2RP7CDTWS · pith_short_16: DYY2RP7CDTWSY35U · pith_short_8: DYY2RP7C

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/DYY2RP7CDTWSY35UKXUCUMJDRH \
  | 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: 1e31a8bfe21ced2c6fb455e82a312389d044f7bc85c08ea111e57e5122cc6005

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "7cc8b7f35955b68307c1fccb946753f97dce9b8be467e52831628462514efc5d",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2025-02-08T04:39:51Z",
    "title_canon_sha256": "c5e5224edcdcb227ae801efe48a3bee4eb9a665f284bf5e3c0c87d35024eb764"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2502.05449",
    "kind": "arxiv",
    "version": 2
  }
}