Pith Number

pith:UHYNJPV6

pith:2025:UHYNJPV63NMSAPNLDRINKJIBDR

not attested not anchored not stored refs pending

Debt Collection Negotiations with Large Language Models: An Evaluation System and Optimizing Decision Making with Multi-Agent

Jinguang Zheng, Rui Wang, Xiaofeng Wang, Yiming Ai, Zhixin Zhang

arxiv:2502.18228 v1 · 2025-02-25 · 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{UHYNJPV63NMSAPNLDRINKJIBDR}

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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

1 paper in Pith

Enhancing Social Intelligence in LLMs with Hierarchical Reasoning and Utterance-Level Goal Rewarding

Receipt and verification

First computed	2026-07-05T10:19:50.797692Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

a1f0d4bebedb59203dab1c50d525011c44a7571ac133837a733952b5bd4eaafa

Aliases

arxiv: 2502.18228 · arxiv_version: 2502.18228v1 · doi: 10.48550/arxiv.2502.18228 · pith_short_12: UHYNJPV63NMS · pith_short_16: UHYNJPV63NMSAPNL · pith_short_8: UHYNJPV6

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/UHYNJPV63NMSAPNLDRINKJIBDR \
  | 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: a1f0d4bebedb59203dab1c50d525011c44a7571ac133837a733952b5bd4eaafa

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "130ddbdfc76ce00f430a0ac859b08270485ece5514bca0dbdb3bb05ef1018685",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2025-02-25T14:13:03Z",
    "title_canon_sha256": "fe3940555eb28e3818c6d4498f4665ce4375898edc2faf18a4d33331d9fd48bf"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2502.18228",
    "kind": "arxiv",
    "version": 1
  }
}