Pith Number

pith:KXKL7F2M

pith:2023:KXKL7F2MM6M6LFHI7V43QEYITZ

not attested not anchored not stored refs pending

Contextual Reliability: When Different Features Matter in Different Contexts

Aditi Raghunathan, Amrith Setlur, Anca D. Dragan, Daniel S. Brown, Gaurav Ghosal

arxiv:2307.10026 v1 · 2023-07-19 · 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{KXKL7F2MM6M6LFHI7V43QEYITZ}

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	2026-07-05T06:32:49.537768Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

55d4bf974c6799e594e8fd79b813089e5a6ac717be78213b8c92973ed1b30f29

Aliases

arxiv: 2307.10026 · arxiv_version: 2307.10026v1 · doi: 10.48550/arxiv.2307.10026 · pith_short_12: KXKL7F2MM6M6 · pith_short_16: KXKL7F2MM6M6LFHI · pith_short_8: KXKL7F2M

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/KXKL7F2MM6M6LFHI7V43QEYITZ \
  | 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: 55d4bf974c6799e594e8fd79b813089e5a6ac717be78213b8c92973ed1b30f29

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "5281ee9897c683c48fd5454e3a9369c000a22e946524663e66c60fccf6f4932f",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2023-07-19T15:11:04Z",
    "title_canon_sha256": "d75801678e76d331c08ab5d3cf54133c36357ffa43c769d638b92a05d6af923c"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2307.10026",
    "kind": "arxiv",
    "version": 1
  }
}