Pith Number

pith:5K4HDRCO

pith:2024:5K4HDRCONNYKJJ32ILQYFOBWLH

not attested not anchored not stored refs pending

Uncertainty of Thoughts: Uncertainty-Aware Planning Enhances Information Seeking in Large Language Models

Anh Tuan Luu, Bryan Hooi, Chumin Liu, Junxian He, Pang Wei Koh, See-kiong Ng, Xidong Feng, Yilun Zhao, Zhiyuan Hu

arxiv:2402.03271 v3 · 2024-02-05 · 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{5K4HDRCONNYKJJ32ILQYFOBWLH}

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

4 papers in Pith

Operads for compositional reasoning in LLMs

CA-BED: Conversation-Aware Bayesian Experimental Design

OracleTSC: Oracle-Informed Reward Hurdle and Uncertainty Regularization for Traffic Signal Control

BALAR : A Bayesian Agentic Loop for Active Reasoning

Receipt and verification

First computed	2026-07-05T09:34:55.587643Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

eab871c44e6b70a4a77a42e182b83659ca2e1a7617ea2530b80125074d1e1d56

Aliases

arxiv: 2402.03271 · arxiv_version: 2402.03271v3 · doi: 10.48550/arxiv.2402.03271 · pith_short_12: 5K4HDRCONNYK · pith_short_16: 5K4HDRCONNYKJJ32 · pith_short_8: 5K4HDRCO

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/5K4HDRCONNYKJJ32ILQYFOBWLH \
  | 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: eab871c44e6b70a4a77a42e182b83659ca2e1a7617ea2530b80125074d1e1d56

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "c6081d221df37c074145a1ba5d1c31b2f95be07f7107d2c3afb3aa741d250560",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2024-02-05T18:28:44Z",
    "title_canon_sha256": "a46ba8808535593679a99100b4807651e219e2f157e466f9463f39759889bc05"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2402.03271",
    "kind": "arxiv",
    "version": 3
  }
}