Pith Number

pith:XLRZ3P4W

pith:2019:XLRZ3P4WXKZFDLAN5MTSJZOTSZ

not attested not anchored not stored refs pending

AgentBuddy: A Contextual Bandit based Decision Support System for Customer Support Agents

Hrishikesh Ganu, Mithun Ghosh, Shashi Roshan

arxiv:1903.03512 v1 · 2019-02-24 · cs.LG · 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{XLRZ3P4WXKZFDLAN5MTSJZOTSZ}

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	2026-05-17T23:51:45.287267Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

bae39dbf96bab251ac0deb2724e5d3965ca3c3f99e0c1ae869357a8872ef9659

Aliases

arxiv: 1903.03512 · arxiv_version: 1903.03512v1 · doi: 10.48550/arxiv.1903.03512 · pith_short_12: XLRZ3P4WXKZF · pith_short_16: XLRZ3P4WXKZFDLAN · pith_short_8: XLRZ3P4W

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/XLRZ3P4WXKZFDLAN5MTSJZOTSZ \
  | 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: bae39dbf96bab251ac0deb2724e5d3965ca3c3f99e0c1ae869357a8872ef9659

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "7f8be4c7d8acd8667aa2b16491ad20fd015a08a6f7a0c6b1ec1ad8e3e638418e",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-sa/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2019-02-24T19:13:04Z",
    "title_canon_sha256": "875bea965b60f2faf3a88c4796dbdc6fd2d37c65a8093c77a31bd19258536f57"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1903.03512",
    "kind": "arxiv",
    "version": 1
  }
}