Pith Number

pith:Y6WVCJ4J

pith:2024:Y6WVCJ4J3RGTKDQ5WIG3KISIVM

not attested not anchored not stored refs pending

Estimating Wage Disparities Using Foundation Models

David M. Blei, Keyon Vafa, Susan Athey

arxiv:2409.09894 v2 · 2024-09-15 · cs.LG · econ.EM · stat.ME · stat.ML

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\usepackage{pith}
\pithnumber{Y6WVCJ4J3RGTKDQ5WIG3KISIVM}

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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

Decoding Consumer Preferences Using Attention-Based Language Models

Receipt and verification

First computed	2026-07-05T10:56:08.792100Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

c7ad512789dc4d350e1db20db52248ab373f80f6ed04015b91bf71854275ea34

Aliases

arxiv: 2409.09894 · arxiv_version: 2409.09894v2 · doi: 10.48550/arxiv.2409.09894 · pith_short_12: Y6WVCJ4J3RGT · pith_short_16: Y6WVCJ4J3RGTKDQ5 · pith_short_8: Y6WVCJ4J

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/Y6WVCJ4J3RGTKDQ5WIG3KISIVM \
  | 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: c7ad512789dc4d350e1db20db52248ab373f80f6ed04015b91bf71854275ea34

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "dda5ef12fd8ff87e366fdf1a21c8db6edd7d78016ce7f35b8f470340d08f94f0",
    "cross_cats_sorted": [
      "econ.EM",
      "stat.ME",
      "stat.ML"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-09-15T23:22:21Z",
    "title_canon_sha256": "f04cb110d7380efaf42744fc1f53682715e3289d5d740631dcf1ed6689209737"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2409.09894",
    "kind": "arxiv",
    "version": 2
  }
}