Pith Number

pith:N6RVWEM5

pith:2025:N6RVWEM5YSFRYRU72264DZLRIA

not attested not anchored not stored refs pending

T$^2$: An Adaptive Test-Time Scaling Strategy for Contextual Question Answering

Bin Liang, Binyang Li, Huimin Wang, Kam-Fai Wong, Shubo Zhang, Xian Wu, Yefeng Zheng, Yutian Zhao, Zezhong Wang, Zhengyi Zhao

arxiv:2505.17427 v2 · 2025-05-23 · 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{N6RVWEM5YSFRYRU72264DZLRIA}

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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

Towards Concise and Adaptive Thinking in Large Reasoning Models: A Survey

Receipt and verification

First computed	2026-07-05T11:15:46.965326Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

6fa35b119dc48b1c469fd6bdc1e571402e27fc48d0fa8fa1add90873156eaf13

Aliases

arxiv: 2505.17427 · arxiv_version: 2505.17427v2 · doi: 10.48550/arxiv.2505.17427 · pith_short_12: N6RVWEM5YSFR · pith_short_16: N6RVWEM5YSFRYRU7 · pith_short_8: N6RVWEM5

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/N6RVWEM5YSFRYRU72264DZLRIA \
  | 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: 6fa35b119dc48b1c469fd6bdc1e571402e27fc48d0fa8fa1add90873156eaf13

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "1124d8e7434a0d02a2ec4e640af82ebc2d2578e473696a00fbc4dcd318b45d87",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2025-05-23T03:18:02Z",
    "title_canon_sha256": "ba0afbd2ace0a562f33f7830a41d2bb1fd4ca9b78bc13c9047bece866a27a1b1"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2505.17427",
    "kind": "arxiv",
    "version": 2
  }
}