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Pith Number

pith:TB6VUMDY

pith:2002:TB6VUMDYX4DFKDH6HOAWX4VE6D
not attested not anchored not stored refs pending

Thumbs Up or Thumbs Down? Semantic Orientation Applied to Unsupervised Classification of Reviews

Peter D. Turney (National Research Council of Canada)

arxiv:cs/0212032 v1 · 2002-12-11 · cs.LG · cs.CL · cs.IR

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{TB6VUMDYX4DFKDH6HOAWX4VE6D}

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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

Receipt and verification
First computed 2026-07-04T14:24:29.246702Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

987d5a3078bf06550cfe3b816bf2a4f0d8289691db0e8c1b24b8b1b7ed36a7a5

Aliases

arxiv: cs/0212032 · arxiv_version: cs/0212032v1 · doi: 10.48550/arxiv.cs/0212032 · pith_short_12: TB6VUMDYX4DF · pith_short_16: TB6VUMDYX4DFKDH6 · pith_short_8: TB6VUMDY
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/TB6VUMDYX4DFKDH6HOAWX4VE6D \
  | 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: 987d5a3078bf06550cfe3b816bf2a4f0d8289691db0e8c1b24b8b1b7ed36a7a5
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "e36eacd91799208bd98019929bf302a970e34d3fc4aa426b6a67b2a1292f7855",
    "cross_cats_sorted": [
      "cs.CL",
      "cs.IR"
    ],
    "license": "",
    "primary_cat": "cs.LG",
    "submitted_at": "2002-12-11T18:57:42Z",
    "title_canon_sha256": "f6310416b4d3831f2eb844e95fb38118242f953e9b5e7197b1caade022ab2f66"
  },
  "schema_version": "1.0",
  "source": {
    "id": "cs/0212032",
    "kind": "arxiv",
    "version": 1
  }
}