pith. sign in
Pith Number

pith:AZQ763KF

pith:2016:AZQ763KFOBY7B3M4GEX2XE22ZT
not attested not anchored not stored refs pending

Making Contextual Decisions with Low Technical Debt

Alekh Agarwal, Alex Slivkins, Dan Melamed, Gal Oshri, Jiaji Li, John Langford, Luong Hoang, Markus Cozowicz, Oswaldo Ribas, Sarah Bird, Siddhartha Sen, Stephen Lee

arxiv:1606.03966 v2 · 2016-06-13 · cs.LG · cs.DC

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{AZQ763KFOBY7B3M4GEX2XE22ZT}

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 2026-05-18T00:44:52.460045Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

0661ff6d457071f0ed9c312fab935accf767da69d25ea6668f7c46deba30ef85

Aliases

arxiv: 1606.03966 · arxiv_version: 1606.03966v2 · doi: 10.48550/arxiv.1606.03966 · pith_short_12: AZQ763KFOBY7 · pith_short_16: AZQ763KFOBY7B3M4 · pith_short_8: AZQ763KF
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/AZQ763KFOBY7B3M4GEX2XE22ZT \
  | 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: 0661ff6d457071f0ed9c312fab935accf767da69d25ea6668f7c46deba30ef85
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "92cdf5e4e988626297296e18ace86f96cf87a9ebbf2ca6d1f346e63321a0b741",
    "cross_cats_sorted": [
      "cs.DC"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2016-06-13T14:17:00Z",
    "title_canon_sha256": "fabd5ab5fc12a235fabc5d363bf77b86928e38536bdbe72d5657ee593884e6fa"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1606.03966",
    "kind": "arxiv",
    "version": 2
  }
}