Pith Number

pith:FUYQFGI3

pith:2022:FUYQFGI3BIBABTJ7X22PFJWO5N

not attested not anchored not stored refs pending

Learning Causal Overhypotheses through Exploration in Children and Computational Models

Adrian Liu, Alison Gopnik, Bryanna Kaufmann, David M Chan, Eliza Kosoy, Jasmine Collins, Jessica B Hamrick, John Canny, Nan Rosemary Ke, Sandy H Huang

arxiv:2202.10430 v1 · 2022-02-21 · cs.LG · cs.AI · cs.NE

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{FUYQFGI3BIBABTJ7X22PFJWO5N}

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.

Receipt and verification

First computed	2026-07-05T03:58:42.337899Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

2d3102991b0a0200cd3fbeb4f2a6ceeb75bb5e819b9031eb5f848d3f79423498

Aliases

arxiv: 2202.10430 · arxiv_version: 2202.10430v1 · doi: 10.48550/arxiv.2202.10430 · pith_short_12: FUYQFGI3BIBA · pith_short_16: FUYQFGI3BIBABTJ7 · pith_short_8: FUYQFGI3

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/FUYQFGI3BIBABTJ7X22PFJWO5N \
  | 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: 2d3102991b0a0200cd3fbeb4f2a6ceeb75bb5e819b9031eb5f848d3f79423498

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "bbac569e9ff5aa264afcfae7e9f6c7dd7c43924bd44eb5f7502dcb29ddda0801",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.NE"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2022-02-21T18:43:58Z",
    "title_canon_sha256": "f428a326b2c25e8b87da51c190a0959f8bf82e044706b87504ef365fd2de0241"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2202.10430",
    "kind": "arxiv",
    "version": 1
  }
}