Pith Number

pith:U2SQ6ZCA

pith:2021:U2SQ6ZCAYUYXMPAB65I2OKGIXI

not attested not anchored not stored refs pending

Uncertainty Quantification 360: A Holistic Toolkit for Quantifying and Communicating the Uncertainty of AI

Jiri Navratil, Karthikeyan Natesan Ramamurthy, Kush R. Varshney, Prasanna Sattigeri, Q. Vera Liao, Soumya Ghosh, Yunfeng Zhang

arxiv:2106.01410 v2 · 2021-06-02 · cs.AI

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{U2SQ6ZCAYUYXMPAB65I2OKGIXI}

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

Neurosymbolic Artificial Intelligence for Robust Network Intrusion Detection: From Scratch to Transfer Learning

Receipt and verification

First computed	2026-07-05T02:46:14.523154Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

a6a50f6440c531763c01f751a728c8ba08ff4bfea26b0b26cb697d442f608127

Aliases

arxiv: 2106.01410 · arxiv_version: 2106.01410v2 · doi: 10.48550/arxiv.2106.01410 · pith_short_12: U2SQ6ZCAYUYX · pith_short_16: U2SQ6ZCAYUYXMPAB · pith_short_8: U2SQ6ZCA

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/U2SQ6ZCAYUYXMPAB65I2OKGIXI \
  | 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: a6a50f6440c531763c01f751a728c8ba08ff4bfea26b0b26cb697d442f608127

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "05e5ce78b2a749338a1b42e7bf3dc92fc871fe49cc8510f15c5be0f98e77df90",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2021-06-02T18:29:04Z",
    "title_canon_sha256": "19816b83f2dcc49e4262c255df108e0c244af79c0cd2ee5243eb47814996a451"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2106.01410",
    "kind": "arxiv",
    "version": 2
  }
}