Pith Number

pith:EQ3NLXA4

pith:2024:EQ3NLXA4DLE3SKRAW5Z4K6JBWB

not attested not anchored not stored refs pending

Uncertainty Quantification in Continual Open-World Learning

Amanda S. Rios, Ibrahima J. Ndiour, Jaroslaw Sydir, Nilesh Ahuja, Omesh Tickoo, Parual Datta

arxiv:2412.16409 v1 · 2024-12-21 · cs.LG · cs.AI · 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{EQ3NLXA4DLE3SKRAW5Z4K6JBWB}

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	2026-07-05T09:52:45.633592Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

2436d5dc1c1ac9b92a20b773c57921b0690b61d1c8aa91fd266a76bfad69d265

Aliases

arxiv: 2412.16409 · arxiv_version: 2412.16409v1 · doi: 10.48550/arxiv.2412.16409 · pith_short_12: EQ3NLXA4DLE3 · pith_short_16: EQ3NLXA4DLE3SKRA · pith_short_8: EQ3NLXA4

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/EQ3NLXA4DLE3SKRAW5Z4K6JBWB \
  | 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: 2436d5dc1c1ac9b92a20b773c57921b0690b61d1c8aa91fd266a76bfad69d265

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "ab9c5c9a27249b154dfd04f5ffa31847d7e7eba54764652c8d53fd95b52aa596",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.CV"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-12-21T00:09:20Z",
    "title_canon_sha256": "c650ab3f8c32d963f17dd41b557e42fe88463c66416cda3bb7616747e039500e"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2412.16409",
    "kind": "arxiv",
    "version": 1
  }
}