Pith Number

pith:4WOGZEKW

pith:2025:4WOGZEKWLSYMI2U76Y4TWGT7N6

not attested not anchored not stored refs pending

TO-GATE: Clarifying Questions and Summarizing Responses with Trajectory Optimization for Eliciting Human Preference

Jiangming Liu, Yulin Dou

arxiv:2506.02827 v1 · 2025-06-03 · 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{4WOGZEKWLSYMI2U76Y4TWGT7N6}

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	2026-07-05T11:15:09.882710Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

e59c6c91565cb0c46a9ff6393b1a7f6fa49ad7026556ab7e9e3ee061760cf6c1

Aliases

arxiv: 2506.02827 · arxiv_version: 2506.02827v1 · doi: 10.48550/arxiv.2506.02827 · pith_short_12: 4WOGZEKWLSYM · pith_short_16: 4WOGZEKWLSYMI2U7 · pith_short_8: 4WOGZEKW

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/4WOGZEKWLSYMI2U76Y4TWGT7N6 \
  | 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: e59c6c91565cb0c46a9ff6393b1a7f6fa49ad7026556ab7e9e3ee061760cf6c1

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "97e2e2c60c3c40487e633229a485fad6dae9175be7bdd85f7c9db9a984e7503b",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2025-06-03T12:58:07Z",
    "title_canon_sha256": "993630db19a2752530f648800dfa3a76896aaf60483f1770a2952b33d4432c88"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2506.02827",
    "kind": "arxiv",
    "version": 1
  }
}