Pith Number

pith:Z5Z3VBIF

pith:2025:Z5Z3VBIFMRW3FZYVIFGASTF4SU

not attested not anchored not stored refs pending

Too Human to Model:The Uncanny Valley of LLMs in Social Simulation -- When Generative Language Agents Misalign with Modelling Principles

Calum Brown, Mark Rounsevell, Yongchao Zeng

arxiv:2507.06310 v1 · 2025-07-08 · cs.CY · cs.AI · cs.MA

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{Z5Z3VBIFMRW3FZYVIFGASTF4SU}

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

1 paper in Pith

Talking to a Know-It-All GPT or a Second-Guesser Claude? How Repair reveals unreliable Multi-Turn Behavior in LLMs

Receipt and verification

First computed	2026-07-05T11:34:13.437609Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

cf73ba8505646db2e715414c094cbc95300a5a6b8d340673a81c1f96053c5b92

Aliases

arxiv: 2507.06310 · arxiv_version: 2507.06310v1 · doi: 10.48550/arxiv.2507.06310 · pith_short_12: Z5Z3VBIFMRW3 · pith_short_16: Z5Z3VBIFMRW3FZYV · pith_short_8: Z5Z3VBIF

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/Z5Z3VBIFMRW3FZYVIFGASTF4SU \
  | 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: cf73ba8505646db2e715414c094cbc95300a5a6b8d340673a81c1f96053c5b92

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "1acfb57300ee8201d8218d7a2d93290b03ff386fc4bad098350fae25e21607be",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.MA"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CY",
    "submitted_at": "2025-07-08T18:02:36Z",
    "title_canon_sha256": "47a16b98b8af4f3524c7aa25a9628ff85fc9473b0a1f5deac1bea564029faadf"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2507.06310",
    "kind": "arxiv",
    "version": 1
  }
}