pith. sign in
Pith Number

pith:J6JKNHHB

pith:2019:J6JKNHHBNVP3QM4VJAY6IMELON
not attested not anchored not stored refs pending

A Bandit Approach to Posterior Dialog Orchestration Under a Budget

Djallel Bounneffouf, Mayank Agarwal, Sohini Upadhyay, Yasaman Khazaeni

arxiv:1906.09384 v1 · 2019-06-22 · cs.AI · cs.CL · cs.LG

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{J6JKNHHBNVP3QM4VJAY6IMELON}

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 2026-05-17T23:42:38.288155Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

4f92a69ce16d5fb833954831e4308b736394d378cea812ddab3d1f9c24bdd56f

Aliases

arxiv: 1906.09384 · arxiv_version: 1906.09384v1 · doi: 10.48550/arxiv.1906.09384 · pith_short_12: J6JKNHHBNVP3 · pith_short_16: J6JKNHHBNVP3QM4V · pith_short_8: J6JKNHHB
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/J6JKNHHBNVP3QM4VJAY6IMELON \
  | 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: 4f92a69ce16d5fb833954831e4308b736394d378cea812ddab3d1f9c24bdd56f
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "0e07b4e1ddb98f9c9cdfc08e22ece0337b021f43d55068962dc5cfaa1ac50e3c",
    "cross_cats_sorted": [
      "cs.CL",
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2019-06-22T04:02:26Z",
    "title_canon_sha256": "c4db8d6500cfd288f3a255e44d1550f93cb684743d3c1cdeac944d0092288458"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1906.09384",
    "kind": "arxiv",
    "version": 1
  }
}