Pith Number

pith:T3LP2B4E

pith:2025:T3LP2B4EBSZBHZ44GPY5KT3SJ3

not attested not anchored not stored refs pending

Learning to Make Friends: Coaching LLM Agents toward Emergent Social Ties

Lin Tian, Marian-Andrei Rizoiu, Philipp J. Schneider

arxiv:2510.19299 v2 · 2025-10-22 · cs.AI · cs.MA · cs.SI

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{T3LP2B4EBSZBHZ44GPY5KT3SJ3}

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

2 papers in Pith

Emergence of Preferential Attachment and Glass-Ceiling Effects in Autonomous Networks of LLMs

From Pre-trained Models to Large Language Models: A Comprehensive Survey of AI-Driven Psychological Computing

Receipt and verification

First computed	2026-07-22T01:23:32.847594Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

9ed6fd07840cb213e79c33f1d54f724ec5184dec94c78f1aead34c532b4fe0d4

Aliases

arxiv: 2510.19299 · arxiv_version: 2510.19299v2 · doi: 10.48550/arxiv.2510.19299 · pith_short_12: T3LP2B4EBSZB · pith_short_16: T3LP2B4EBSZBHZ44 · pith_short_8: T3LP2B4E

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/T3LP2B4EBSZBHZ44GPY5KT3SJ3 \
  | 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: 9ed6fd07840cb213e79c33f1d54f724ec5184dec94c78f1aead34c532b4fe0d4

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "0a67b944464466e684ffd1287afc7702aa92752fa5b0025dc7c402c1e2bac447",
    "cross_cats_sorted": [
      "cs.MA",
      "cs.SI"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2025-10-22T07:00:33Z",
    "title_canon_sha256": "c8d029ea5cd07e303c9a263aff7b05b840f1ef610439fae2b1c02c7bdef884ba"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2510.19299",
    "kind": "arxiv",
    "version": 2
  }
}