Pith Number

pith:DLQFEN5Y

pith:2023:DLQFEN5YRCP5ZCR363PH2LINL4

not attested not anchored not stored refs pending

Concept Distillation: Leveraging Human-Centered Explanations for Model Improvement

Avani Gupta, P J Narayanan, Saurabh Saini

arxiv:2311.15303 v1 · 2023-11-26 · cs.LG · 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{DLQFEN5YRCP5ZCR363PH2LINL4}

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	2026-07-05T07:17:01.537531Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

1ae05237b8889fdc8a3bf6de7d2d0d5f35c744885208cab6a3385c4d336245e7

Aliases

arxiv: 2311.15303 · arxiv_version: 2311.15303v1 · doi: 10.48550/arxiv.2311.15303 · pith_short_12: DLQFEN5YRCP5 · pith_short_16: DLQFEN5YRCP5ZCR3 · pith_short_8: DLQFEN5Y

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/DLQFEN5YRCP5ZCR363PH2LINL4 \
  | 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: 1ae05237b8889fdc8a3bf6de7d2d0d5f35c744885208cab6a3385c4d336245e7

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "9c58541305e1ee5d8819bd3e5f816b96c051480fc7bcf41ee080146278400c92",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2023-11-26T14:00:14Z",
    "title_canon_sha256": "9be78d1b92d725afe5c11ae47d1a4c32d024728231b7140b9de413c02fa8417b"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2311.15303",
    "kind": "arxiv",
    "version": 1
  }
}