Pith Number

pith:EEJP5UEX

pith:2024:EEJP5UEXQ2ECLJTQDP34PYEYWB

not attested not anchored not stored refs pending

$T^2$ of Thoughts: Temperature Tree Elicits Reasoning in Large Language Models

Chengkun Cai, Haoliang Liu, Lei Li, Xu Zhao, Yucheng Du

arxiv:2405.14075 v2 · 2024-05-23 · cs.CL · cs.AI · cs.LG

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Add to your LaTeX paper

\usepackage{pith}
\pithnumber{EEJP5UEXQ2ECLJTQDP34PYEYWB}

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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

From Reasoning Traces to Reusable Modules: Understanding Compositional Generalization in Language Model Reasoning

Receipt and verification

First computed	2026-07-05T10:14:40.588251Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

2112fed097868825a6701bf7c7e098b053d3fb2f3d07c73682ed5718cc55aa1a

Aliases

arxiv: 2405.14075 · arxiv_version: 2405.14075v2 · doi: 10.48550/arxiv.2405.14075 · pith_short_12: EEJP5UEXQ2EC · pith_short_16: EEJP5UEXQ2ECLJTQ · pith_short_8: EEJP5UEX

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/EEJP5UEXQ2ECLJTQDP34PYEYWB \
  | 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: 2112fed097868825a6701bf7c7e098b053d3fb2f3d07c73682ed5718cc55aa1a

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "ca55aebf82261488bde247ebae5ead3ebf42743439bfb2b35999272c448713a4",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2024-05-23T00:40:43Z",
    "title_canon_sha256": "130a0775b7b922aa5ef282852b6a69f9ea41aca7c7a674f7e06ede0d81068c7b"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2405.14075",
    "kind": "arxiv",
    "version": 2
  }
}