Pith Number

pith:OANW5NRW

pith:2022:OANW5NRW7RTOY4UBIPX7WBNCKY

not attested not anchored not stored refs pending

Human-AI Collaboration in Decision-Making: Beyond Learning to Defer

Diogo Leit\~ao, M\'ario A.T. Figueiredo, Pedro Bizarro, Pedro Saleiro

arxiv:2206.13202 v2 · 2022-06-27 · cs.LG · cs.AI · cs.HC

Open paper page JSON Open Graph Bundle Merged state Verified badge What is a Pith Number?

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{OANW5NRW7RTOY4UBIPX7WBNCKY}

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.

Cited by

1 paper in Pith

PLACO: A Multi-Stage Framework for Cost-Effective Performance in Human-AI Teams

Receipt and verification

First computed	2026-07-05T04:40:01.908738Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

701b6eb636fc66ec728143effb05a25601815db935696a14544a30d638c2b973

Aliases

arxiv: 2206.13202 · arxiv_version: 2206.13202v2 · doi: 10.48550/arxiv.2206.13202 · pith_short_12: OANW5NRW7RTO · pith_short_16: OANW5NRW7RTOY4UB · pith_short_8: OANW5NRW

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/OANW5NRW7RTOY4UBIPX7WBNCKY \
  | 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: 701b6eb636fc66ec728143effb05a25601815db935696a14544a30d638c2b973

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "e341dbac692320bca552217e98e55c37dcd38dd7a30cf554697cf079466de726",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.HC"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2022-06-27T11:40:55Z",
    "title_canon_sha256": "26a7d4d6deb86fed88a062da20c1fed18adb2aecfe796a70b9ef51e710600d3f"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2206.13202",
    "kind": "arxiv",
    "version": 2
  }
}