Pith Number

pith:U6EO6NRJ

pith:2024:U6EO6NRJFOJUUMUXOCIMJVANKR

not attested not anchored not stored refs pending

How Well Do Deep Learning Models Capture Human Concepts? The Case of the Typicality Effect

Raj Sanjay Shah, Sashank Varma, Siddhartha K. Vemuri

arxiv:2405.16128 v1 · 2024-05-25 · cs.AI · cs.CL

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\usepackage{pith}
\pithnumber{U6EO6NRJFOJUUMUXOCIMJVANKR}

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Record completeness

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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

Do LLM Embedding Spaces Recover Expert Structure?

Receipt and verification

First computed	2026-07-05T08:23:26.309977Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

a788ef36292b934a32977090c4d40d5453185f632a032a40c1411fcd172bfb00

Aliases

arxiv: 2405.16128 · arxiv_version: 2405.16128v1 · doi: 10.48550/arxiv.2405.16128 · pith_short_12: U6EO6NRJFOJU · pith_short_16: U6EO6NRJFOJUUMUX · pith_short_8: U6EO6NRJ

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/U6EO6NRJFOJUUMUXOCIMJVANKR \
  | 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: a788ef36292b934a32977090c4d40d5453185f632a032a40c1411fcd172bfb00

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "714d3b8fe2e6dd770e445123270ffd2d594ca441c578da0ec64b254d092effdd",
    "cross_cats_sorted": [
      "cs.CL"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-sa/4.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2024-05-25T08:38:30Z",
    "title_canon_sha256": "14edcf8158234d9aed2737bdb90b49e9c5b4ce46c04ce5dcb20bcf144ab8b330"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2405.16128",
    "kind": "arxiv",
    "version": 1
  }
}