Pith Number

pith:E7ENM3SX

pith:2024:E7ENM3SXJAOU4CZJ7L2FC52IBE

not attested not anchored not stored refs pending

Generalist embedding models are better at short-context clinical semantic search than specialized embedding models

Alexei Figueroa, Jean-Baptiste Excoffier, Jens-Michalis Papaioannou, Keno Bressem, Matthieu Ortala, Tom Roehr

arxiv:2401.01943 v2 · 2024-01-03 · cs.CL · cs.AI

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{E7ENM3SXJAOU4CZJ7L2FC52IBE}

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

Cohort Retrieval using Dense Passage Retrieval

Receipt and verification

First computed	2026-07-05T07:30:59.518638Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

27c8d66e57481d4e0b29faf4517748091229eb9fab56fccee838fac2ec78884a

Aliases

arxiv: 2401.01943 · arxiv_version: 2401.01943v2 · doi: 10.48550/arxiv.2401.01943 · pith_short_12: E7ENM3SXJAOU · pith_short_16: E7ENM3SXJAOU4CZJ · pith_short_8: E7ENM3SX

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/E7ENM3SXJAOU4CZJ7L2FC52IBE \
  | 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: 27c8d66e57481d4e0b29faf4517748091229eb9fab56fccee838fac2ec78884a

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "ffbb14cdc80913aca7a23e21efc39d60f5c7be26cc4c6d99f48fd8c8a32674df",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2024-01-03T19:03:32Z",
    "title_canon_sha256": "3b6071ed2f8041dc3311c748a599fe09092e8116d0594ceab7423aca2573bd46"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2401.01943",
    "kind": "arxiv",
    "version": 2
  }
}