Pith Number

pith:R42YLH6U

pith:2022:R42YLH6UXQHQCUKIDYC43RWXAZ

not attested not anchored not stored refs pending

TalkToModel: Explaining Machine Learning Models with Interactive Natural Language Conversations

Dylan Slack, Himabindu Lakkaraju, Sameer Singh, Satyapriya Krishna

arxiv:2207.04154 v4 · 2022-07-08 · cs.LG · cs.AI · cs.CL

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{R42YLH6UXQHQCUKIDYC43RWXAZ}

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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

GLARE: A Natural Language Interface for Querying Global Explanations

Receipt and verification

First computed	2026-07-05T05:48:25.405069Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

8f35859fd4bc0f0151481e05cdc6d7067cdd5794b7c897eb29cf90111782d59d

Aliases

arxiv: 2207.04154 · arxiv_version: 2207.04154v4 · doi: 10.48550/arxiv.2207.04154 · pith_short_12: R42YLH6UXQHQ · pith_short_16: R42YLH6UXQHQCUKI · pith_short_8: R42YLH6U

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/R42YLH6UXQHQCUKIDYC43RWXAZ \
  | 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: 8f35859fd4bc0f0151481e05cdc6d7067cdd5794b7c897eb29cf90111782d59d

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "e790ff711aa6974f9d81406e460539e139c15f591fe41eb66c2d513b81f06bcd",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.CL"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2022-07-08T23:42:56Z",
    "title_canon_sha256": "d1c9402509dcb0b1007ffa7b219a006142b43829297e489f7a8a7771df1238fc"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2207.04154",
    "kind": "arxiv",
    "version": 4
  }
}