Pith Number

pith:XAPNU7RH

pith:2022:XAPNU7RHE7ZBMSCWPO4MW5I6OR

not attested not anchored not stored refs pending

Designing Closed Human-in-the-loop Deferral Pipelines

Krishnaram Kenthapadi, Matthew Lease, Vijay Keswani

arxiv:2202.04718 v1 · 2022-02-09 · cs.HC · cs.LG

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{XAPNU7RHE7ZBMSCWPO4MW5I6OR}

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

Hybrid Decision Making via Conformal VLM-generated Guidance

Receipt and verification

First computed	2026-07-05T03:55:53.194132Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

b81eda7e2727f21648567bb8cb751e745e4dfc1483d8f201ef16f324ea97f7aa

Aliases

arxiv: 2202.04718 · arxiv_version: 2202.04718v1 · doi: 10.48550/arxiv.2202.04718 · pith_short_12: XAPNU7RHE7ZB · pith_short_16: XAPNU7RHE7ZBMSCW · pith_short_8: XAPNU7RH

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/XAPNU7RHE7ZBMSCWPO4MW5I6OR \
  | 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: b81eda7e2727f21648567bb8cb751e745e4dfc1483d8f201ef16f324ea97f7aa

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "8ef33f1b8da2552a1659c4a28d2e62a11f3f3c8c6c4816f43f3b2343d0bdeda9",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.HC",
    "submitted_at": "2022-02-09T20:52:14Z",
    "title_canon_sha256": "841a237e45a0e91d2891ec7ac6d169c370dcb97c68e3dab62d56c030ad883565"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2202.04718",
    "kind": "arxiv",
    "version": 1
  }
}