Pith Number

pith:JHZMF3C6

pith:2024:JHZMF3C6PSZBSDP4XPSX2JKTGX

not attested not anchored not stored refs pending

Coverage-Constrained Human-AI Cooperation with Multiple Experts

Cuong Nguyen, David Rosewarne, Gustavo Carneiro, Kevin Wells, Thanh-Toan Do, Zheng Zhang

arxiv:2411.11976 v2 · 2024-11-18 · cs.LG · cs.CV

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{JHZMF3C6PSZBSDP4XPSX2JKTGX}

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

DeCoDe: Defer-and-Complement Decision-Making via Decoupled Concept Bottleneck Models

Receipt and verification

First computed	2026-07-05T09:44:16.837642Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

49f2c2ec5e7cb2190dfcbbe57d255335ecb00c5db19ede5e11edadd8a5f40fb6

Aliases

arxiv: 2411.11976 · arxiv_version: 2411.11976v2 · doi: 10.48550/arxiv.2411.11976 · pith_short_12: JHZMF3C6PSZB · pith_short_16: JHZMF3C6PSZBSDP4 · pith_short_8: JHZMF3C6

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/JHZMF3C6PSZBSDP4XPSX2JKTGX \
  | 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: 49f2c2ec5e7cb2190dfcbbe57d255335ecb00c5db19ede5e11edadd8a5f40fb6

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "7311731e0b1fe0a348bb960fb6e398581346fe92591b22f3a413dd9ee11d7a4c",
    "cross_cats_sorted": [
      "cs.CV"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-11-18T19:06:01Z",
    "title_canon_sha256": "776f97160da8a83c01308b7a089dbda82bd81be3625601ab674159545635b079"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2411.11976",
    "kind": "arxiv",
    "version": 2
  }
}