Pith Number

pith:32PIGQDQ

pith:2022:32PIGQDQOPQ35BPJMMTATWSPMB

not attested not anchored not stored refs pending

Using cognitive psychology to understand GPT-3

Eric Schulz, Marcel Binz

arxiv:2206.14576 v1 · 2022-06-21 · cs.CL · cs.AI · 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{32PIGQDQOPQ35BPJMMTATWSPMB}

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

Planted in Pretraining, Swayed by Finetuning: A Case Study on the Origins of Cognitive Biases in LLMs

Receipt and verification

First computed	2026-07-05T05:43:50.942545Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

de9e83407073e1be85e9632609da4f605dff05bb5f434d8855a226ca86e9e74f

Aliases

arxiv: 2206.14576 · arxiv_version: 2206.14576v1 · doi: 10.48550/arxiv.2206.14576 · pith_short_12: 32PIGQDQOPQ3 · pith_short_16: 32PIGQDQOPQ35BPJ · pith_short_8: 32PIGQDQ

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/32PIGQDQOPQ35BPJMMTATWSPMB \
  | 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: de9e83407073e1be85e9632609da4f605dff05bb5f434d8855a226ca86e9e74f

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "1a3dd2aff4e429c3f7f13156e6662c6eb91f2bb7df2266664520e528b6f0121c",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2022-06-21T20:06:03Z",
    "title_canon_sha256": "56eb3af5f3dc765dee9d256be6c03e1feb8bafb78ccdda2ae83e8bfefbfce299"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2206.14576",
    "kind": "arxiv",
    "version": 1
  }
}