Pith Number

pith:H2MPVF5V

pith:2024:H2MPVF5VSEPXLRNNPED4DHEAQ6

not attested not anchored not stored refs pending

How Well Can LLMs Negotiate? NegotiationArena Platform and Analysis

Dan Jurafsky, Federico Bianchi, Jacopo Tagliabue, James Zou, Mert Yuksekgonul, Patrick John Chia

arxiv:2402.05863 v1 · 2024-02-08 · cs.AI · cs.CL · cs.GT

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{H2MPVF5VSEPXLRNNPED4DHEAQ6}

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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

15 papers in Pith

Strategic Bargaining in Multi-Buyer Markets: Reinforcement Learning from Verifiable Rewards for LLM Negotiations

Agentic World Modeling: Foundations, Capabilities, Laws, and Beyond

Using Cognitive Models to Improve Language Model Simulation of Human Persuasion Games

SidConArena: An Environment Evaluating Agents in Open-Ended,Positive-Sum Bargaining Game

Is Lying an Emergent Behaviour in LLMs? Evidence from Gaslighting AI agents in a Sustainability Game

Receipt and verification

First computed	2026-07-05T07:44:46.253217Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

3e98fa97b5911f75c5ad7907c19c808787ef1fd36b47ff3f614a54311f8a99e0

Aliases

arxiv: 2402.05863 · arxiv_version: 2402.05863v1 · doi: 10.48550/arxiv.2402.05863 · pith_short_12: H2MPVF5VSEPX · pith_short_16: H2MPVF5VSEPXLRNN · pith_short_8: H2MPVF5V

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/H2MPVF5VSEPXLRNNPED4DHEAQ6 \
  | 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: 3e98fa97b5911f75c5ad7907c19c808787ef1fd36b47ff3f614a54311f8a99e0

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "df15c616f3b303101fc66ea6b8fffba9f6f1b05583d58bc997f43c38b328c85b",
    "cross_cats_sorted": [
      "cs.CL",
      "cs.GT"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2024-02-08T17:51:48Z",
    "title_canon_sha256": "440c8ba22d1e243ea273180614247501d0eccf8af4b6f25016cab72f9e1a03b9"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2402.05863",
    "kind": "arxiv",
    "version": 1
  }
}