Pith Number

pith:XQBQW5PY

pith:2024:XQBQW5PYS5NPFZRVFPZTS2IRTL

not attested not anchored not stored refs pending

A Review on Scientific Knowledge Extraction using Large Language Models in Biomedical Sciences

Gabriel Lino Garcia, Jo\~ao Paulo Papa, Jo\~ao Renato Ribeiro Manesco, Lucas Miranda, Maria Paola de Salvo, Pedro Henrique Paiola

arxiv:2412.03531 v1 · 2024-12-04 · cs.CL · 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{XQBQW5PYS5NPFZRVFPZTS2IRTL}

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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

Context-Aware Scientific Knowledge Extraction on Linked Open Data using Large Language Models

Receipt and verification

First computed	2026-07-05T09:44:30.820689Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

bc030b75f8975af2e6352bf33969119ac14410899f7ecbd40344bc06098cd806

Aliases

arxiv: 2412.03531 · arxiv_version: 2412.03531v1 · doi: 10.48550/arxiv.2412.03531 · pith_short_12: XQBQW5PYS5NP · pith_short_16: XQBQW5PYS5NPFZRV · pith_short_8: XQBQW5PY

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/XQBQW5PYS5NPFZRVFPZTS2IRTL \
  | 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: bc030b75f8975af2e6352bf33969119ac14410899f7ecbd40344bc06098cd806

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "7665d9947e6d7839e80a6a974a8f7704150b5cd16f5982872fbaf17af70adafb",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2024-12-04T18:26:13Z",
    "title_canon_sha256": "4edcc08d7b3272edea72ad30e023cd9366c6c9ef6c2fa14eafaf9747174c703c"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2412.03531",
    "kind": "arxiv",
    "version": 1
  }
}