Pith Number

pith:IA2OLIW4

pith:2019:IA2OLIW4JRLH5GUYEWFV6ROXTU

not attested not anchored not stored refs pending

Teaching AI to Explain its Decisions Using Embeddings and Multi-Task Learning

Aleksandra Mojsilovi\'c, Amit Dhurandhar, Dennis Wei, Karthikeyan Natesan Ramamurthy, Kush R. Varshney, Michael Hind, Murray Campbell, Noel C. F. Codella

arxiv:1906.02299 v1 · 2019-06-05 · cs.LG · cs.AI · stat.ML

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{IA2OLIW4JRLH5GUYEWFV6ROXTU}

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	2026-05-17T23:44:01.643401Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

4034e5a2dc4c567e9a98258b5f45d79d27972a29de670c1cdab3d9b9c09a3906

Aliases

arxiv: 1906.02299 · arxiv_version: 1906.02299v1 · doi: 10.48550/arxiv.1906.02299 · pith_short_12: IA2OLIW4JRLH · pith_short_16: IA2OLIW4JRLH5GUY · pith_short_8: IA2OLIW4

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/IA2OLIW4JRLH5GUYEWFV6ROXTU \
  | 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: 4034e5a2dc4c567e9a98258b5f45d79d27972a29de670c1cdab3d9b9c09a3906

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "92a813bfe1588265d168470193c6f4e31715e5def2931fa33578cd42a2ceeeaf",
    "cross_cats_sorted": [
      "cs.AI",
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2019-06-05T20:42:14Z",
    "title_canon_sha256": "e6609d4e3d52dec8d7d8307bc123fcf660b543895375aa4a3a461ef2419ccac7"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1906.02299",
    "kind": "arxiv",
    "version": 1
  }
}