Pith Number

pith:7XLGQ7JI

pith:2025:7XLGQ7JIF2P6OFYDBZ6V5MWTJH

not attested not anchored not stored refs pending

The Curious Language Model: Strategic Test-Time Information Acquisition

Chenhao Tan, Davis Liang, John Michael Giorgi, Michael Cooper, Rohan Wadhawan

arxiv:2506.09173 v1 · 2025-06-10 · cs.LG · 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{7XLGQ7JIF2P6OFYDBZ6V5MWTJH}

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

2 papers in Pith

CA-BED: Conversation-Aware Bayesian Experimental Design

Planning to Explore: Curiosity-Driven Planning for LLM Test Generation

Receipt and verification

First computed	2026-07-05T11:19:54.163078Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

fdd6687d282e9fe717030e7d5eb2d349dfc410b47d219ef56e4287920d139f6f

Aliases

arxiv: 2506.09173 · arxiv_version: 2506.09173v1 · doi: 10.48550/arxiv.2506.09173 · pith_short_12: 7XLGQ7JIF2P6 · pith_short_16: 7XLGQ7JIF2P6OFYD · pith_short_8: 7XLGQ7JI

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/7XLGQ7JIF2P6OFYDBZ6V5MWTJH \
  | 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: fdd6687d282e9fe717030e7d5eb2d349dfc410b47d219ef56e4287920d139f6f

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "ebcf9c737170859093a6a706ca8fb1cd64d980a55f4b13d72e5dc0498d0cda19",
    "cross_cats_sorted": [
      "cs.CL"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-06-10T18:38:57Z",
    "title_canon_sha256": "13be9d5b6c554ae3ba951fe5f93560d16f17dbe35404b700b52c2dd57ec5724e"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2506.09173",
    "kind": "arxiv",
    "version": 1
  }
}