Pith Number

pith:4AL3XLGG

pith:2025:4AL3XLGGVJL56IMPJCPE6MCV5P

not attested not anchored not stored refs pending

Feedback-Aware Monte Carlo Tree Search for Efficient Information Seeking in Goal-Oriented Conversations

Chirag Shah, Harshita Chopra

arxiv:2501.15056 v2 · 2025-01-25 · cs.AI · cs.CL · cs.HC · 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{4AL3XLGGVJL56IMPJCPE6MCV5P}

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.

Receipt and verification

First computed	2026-07-05T11:13:19.141878Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

e017bbacc6aa57df218f489e4f3055ebcd94f688d285927b4a4a6bd650d73a54

Aliases

arxiv: 2501.15056 · arxiv_version: 2501.15056v2 · doi: 10.48550/arxiv.2501.15056 · pith_short_12: 4AL3XLGGVJL5 · pith_short_16: 4AL3XLGGVJL56IMP · pith_short_8: 4AL3XLGG

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/4AL3XLGGVJL56IMPJCPE6MCV5P \
  | 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: e017bbacc6aa57df218f489e4f3055ebcd94f688d285927b4a4a6bd650d73a54

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "c7a3f0ac629cf4963bb89dca524a0578d24b5d9558dada938248c45f62baec63",
    "cross_cats_sorted": [
      "cs.CL",
      "cs.HC",
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2025-01-25T03:42:22Z",
    "title_canon_sha256": "15077a189b9f17dc92d1c57023d4807b705a5c9fa69f5392f9795370a79bdbab"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2501.15056",
    "kind": "arxiv",
    "version": 2
  }
}