Pith Number

pith:7K2VUCQT

pith:2023:7K2VUCQTLZOGUICEI3Y3HQMMHV

not attested not anchored not stored refs pending

Cooperation, Competition, and Maliciousness: LLM-Stakeholders Interactive Negotiation

Amr Gomaa, Lea Sch\"onherr, Mario Fritz, Sahar Abdelnabi, Sarath Sivaprasad

arxiv:2309.17234 v2 · 2023-09-29 · cs.CL · cs.CY · 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{7K2VUCQTLZOGUICEI3Y3HQMMHV}

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.

Cited by

4 papers in Pith

DICE: Entropy-Regularized Equilibrium Selection for Stable Multi-Agent LLM Coordination

Stop Drawing Scientific Claims from LLM Social Simulations Without Robustness Audits

A Benchmark for Multi-Party Negotiation Games from Real Negotiation Data

Talk is Cheap, Communication is Hard: Dynamic Grounding Failures and Repair in Multi-Agent Negotiation

Receipt and verification

First computed	2026-07-05T08:29:17.625661Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

fab55a0a135e5c6a204446f1b3c18c3d7006831daca3719e3454a71dc37224ec

Aliases

arxiv: 2309.17234 · arxiv_version: 2309.17234v2 · doi: 10.48550/arxiv.2309.17234 · pith_short_12: 7K2VUCQTLZOG · pith_short_16: 7K2VUCQTLZOGUICE · pith_short_8: 7K2VUCQT

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/7K2VUCQTLZOGUICEI3Y3HQMMHV \
  | 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: fab55a0a135e5c6a204446f1b3c18c3d7006831daca3719e3454a71dc37224ec

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "ddc56a9e7fc5f9f7f8e9acb44e984f522c3cba48322686ed7d4e3319bd50bd5a",
    "cross_cats_sorted": [
      "cs.CY",
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2023-09-29T13:33:06Z",
    "title_canon_sha256": "b1370b0eeb3f074111d8f114d2d3518f169541550b16ec906ef2082faf1b6a87"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2309.17234",
    "kind": "arxiv",
    "version": 2
  }
}