Pith Number

pith:C5ZHDBTP

pith:2023:C5ZHDBTPVK33QXA2TJVVOU6BJC

not attested not anchored not stored refs pending

Probing Large Language Models from A Human Behavioral Perspective

Chris Biemann, Xiaoyu Li, Xingshan Li, Xintong Wang

arxiv:2310.05216 v2 · 2023-10-08 · 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{C5ZHDBTPVK33QXA2TJVVOU6BJC}

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

How Multimodal LLMs Solve Image Tasks: A Lens on Visual Grounding, Task Reasoning, and Answer Decoding

Receipt and verification

First computed	2026-07-05T08:07:29.912967Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

177271866faab7b85c1a9a6b5753c148bd7ce209e1e9034a74423344c72ee94f

Aliases

arxiv: 2310.05216 · arxiv_version: 2310.05216v2 · doi: 10.48550/arxiv.2310.05216 · pith_short_12: C5ZHDBTPVK33 · pith_short_16: C5ZHDBTPVK33QXA2 · pith_short_8: C5ZHDBTP

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/C5ZHDBTPVK33QXA2TJVVOU6BJC \
  | 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: 177271866faab7b85c1a9a6b5753c148bd7ce209e1e9034a74423344c72ee94f

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "0ee855fef65c75d37f0f215e66ea5000e9f7e9474c43672501cfacd9dc37c6c1",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2023-10-08T16:16:21Z",
    "title_canon_sha256": "21e0dc4f5fc6a3e030e7e192ad724cb34084de8df6d48184d4f6bbbe60062bac"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2310.05216",
    "kind": "arxiv",
    "version": 2
  }
}