Pith Number

pith:HXZVXJNQ

pith:2025:HXZVXJNQPCT5IRQ5JTLHNHFJAW

not attested not anchored not stored refs pending

Can LLMs Simulate Human Behavioral Variability? A Case Study in the Phonemic Fluency Task

Mengyang Qiu, Siena Sun, Zoe Brisebois

arxiv:2505.16164 v2 · 2025-05-22 · 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{HXZVXJNQPCT5IRQ5JTLHNHFJAW}

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

Can LLMs Simulate Human Behavioral Variability? A Case Study in the Phonemic Fluency Task

Receipt and verification

First computed	2026-06-30T02:16:51.696541Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

3df35ba5b078a7d4461d4cd6769ca90584886cab253ca3ba7f7ba229d67174b3

Aliases

arxiv: 2505.16164 · arxiv_version: 2505.16164v2 · doi: 10.48550/arxiv.2505.16164 · pith_short_12: HXZVXJNQPCT5 · pith_short_16: HXZVXJNQPCT5IRQ5 · pith_short_8: HXZVXJNQ

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/HXZVXJNQPCT5IRQ5JTLHNHFJAW \
  | 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: 3df35ba5b078a7d4461d4cd6769ca90584886cab253ca3ba7f7ba229d67174b3

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "8fd3d0ce1f929ea8c1b6d91bf4d6faf05234d36a9cfe40afc82ae56bed2b14c4",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2025-05-22T03:08:27Z",
    "title_canon_sha256": "b87073d9c63eedb223dfc875afcf29641147b2fcc7edde74ae6843587a34bee3"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2505.16164",
    "kind": "arxiv",
    "version": 2
  }
}