Pith Number

pith:W76QLLMO

pith:2025:W76QLLMOXJHUL7UJMNNYAQ3Y4R

not attested not anchored not stored refs pending

Evaluating Multi-Turn Bargain Skills in LLM-Based Seller Agent

Chen Ju, Dexin Kong, Issue Yishu Wang, Jufeng Chen, Kakam Chong, Ming Chen, Shuai Xiao, Shuguang Han, Xiaofeng Wang, Xu Yan

arxiv:2509.06341 v1 · 2025-09-08 · cs.AI

Open paper page JSON Open Graph Bundle Merged state Verified badge What is a Pith Number?

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{W76QLLMOXJHUL7UJMNNYAQ3Y4R}

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	2026-07-05T12:06:34.050138Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

b7fd05ad8eba4f45fe89635b804378e464002afd01c5d7d592fac02c067bea56

Aliases

arxiv: 2509.06341 · arxiv_version: 2509.06341v1 · doi: 10.48550/arxiv.2509.06341 · pith_short_12: W76QLLMOXJHU · pith_short_16: W76QLLMOXJHUL7UJ · pith_short_8: W76QLLMO

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/W76QLLMOXJHUL7UJMNNYAQ3Y4R \
  | 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: b7fd05ad8eba4f45fe89635b804378e464002afd01c5d7d592fac02c067bea56

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "ca41836a6d0ab14b222f13fadd893815903b46681df4adecc6cb2e326112c418",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2025-09-08T05:12:03Z",
    "title_canon_sha256": "5180002634dab06c5325271d482e0b1602959099a2524672e9ee8e6e32e32bc9"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2509.06341",
    "kind": "arxiv",
    "version": 1
  }
}