Pith. sign in
Pith Number

pith:ELGKGTPI

pith:2024:ELGKGTPIVWHUL6KSJP3LSVT4QQ
not attested not anchored not stored refs pending

Enhanced Review Detection and Recognition: A Platform-Agnostic Approach with Application to Online Commerce

John Hawkins, Priyabrata Karmakar

arxiv:2405.06704 v1 · 2024-05-09 · cs.CL · cs.AI

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{ELGKGTPIVWHUL6KSJP3LSVT4QQ}

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.
Receipt and verification
First computed 2026-07-05T08:18:10.669852Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

22cca34de8ad8f45f9524bf6b9567c841a67bed2230588eed0766c8d9b412dc7

Aliases

arxiv: 2405.06704 · arxiv_version: 2405.06704v1 · doi: 10.48550/arxiv.2405.06704 · pith_short_12: ELGKGTPIVWHU · pith_short_16: ELGKGTPIVWHUL6KS · pith_short_8: ELGKGTPI
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/ELGKGTPIVWHUL6KSJP3LSVT4QQ \
  | 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: 22cca34de8ad8f45f9524bf6b9567c841a67bed2230588eed0766c8d9b412dc7
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "b92959194a076e9ea9b45cac751850b036e386a11239a57b57528f272f13ebb2",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2024-05-09T00:32:22Z",
    "title_canon_sha256": "8ce9e5f4c5f592ba08e3073f6dd05cd29d45f16741e551c7fa0e5f7ca6aaa1ac"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2405.06704",
    "kind": "arxiv",
    "version": 1
  }
}