Pith Number

pith:4ZDJOSAD

pith:1996:4ZDJOSADYLX7PBHCGM6F5TUIPK

not attested not anchored not stored refs pending

Active Learning with Statistical Models

D. A. Cohn, M. I. Jordan, Z. Ghahramani

arxiv:cs/9603104 v1 · 1996-03-01 · 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{4ZDJOSADYLX7PBHCGM6F5TUIPK}

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

Testing the Assumptions of Active Learning for Translation Tasks with Few Samples

Receipt and verification

First computed	2026-05-18T02:37:36.722602Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

e646974803c2eff784e2333c5ece887aaee051bb63c4840ba4ccba651741b2e0

Aliases

arxiv: cs/9603104 · arxiv_version: cs/9603104v1 · doi: 10.48550/arxiv.cs/9603104 · pith_short_12: 4ZDJOSADYLX7 · pith_short_16: 4ZDJOSADYLX7PBHC · pith_short_8: 4ZDJOSAD

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/4ZDJOSADYLX7PBHCGM6F5TUIPK \
  | 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: e646974803c2eff784e2333c5ece887aaee051bb63c4840ba4ccba651741b2e0

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "c6d398a758b002c752bb7815c1e084ffece4994f8411b751fc6560bd111e1c70",
    "cross_cats_sorted": [],
    "license": "",
    "primary_cat": "cs.AI",
    "submitted_at": "1996-03-01T00:00:00Z",
    "title_canon_sha256": "441a2f239def6e196b3d29408c1576703aa6dc702fc42b2bbb2b773d7da81158"
  },
  "schema_version": "1.0",
  "source": {
    "id": "cs/9603104",
    "kind": "arxiv",
    "version": 1
  }
}