Pith Number

pith:7XS7QDSR

pith:2023:7XS7QDSRDF7YMNYUTY4J36KOLG

not attested not anchored not stored refs pending

State2Explanation: Concept-Based Explanations to Benefit Agent Learning and User Understanding

Been Kim, Devleena Das, Sonia Chernova

arxiv:2309.12482 v2 · 2023-09-21 · 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{7XS7QDSRDF7YMNYUTY4J36KOLG}

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.

Cited by

1 paper in Pith

Natural Language Reinforcement Learning

Receipt and verification

First computed	2026-07-05T07:11:18.412103Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

fde5f80e51197f8637149e389df94e5998adc8ab0c920191e73c7bcfcee0e126

Aliases

arxiv: 2309.12482 · arxiv_version: 2309.12482v2 · doi: 10.48550/arxiv.2309.12482 · pith_short_12: 7XS7QDSRDF7Y · pith_short_16: 7XS7QDSRDF7YMNYU · pith_short_8: 7XS7QDSR

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/7XS7QDSRDF7YMNYUTY4J36KOLG \
  | 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: fde5f80e51197f8637149e389df94e5998adc8ab0c920191e73c7bcfcee0e126

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "9288e259c293416d62c45f8af60aa3abf02cce601fe53227900e41acada88a4e",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2023-09-21T20:55:21Z",
    "title_canon_sha256": "1bc300b0a391b986ae8051a8e15d2cba5611f6d1745dab89fd5af8a7fcc8c24a"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2309.12482",
    "kind": "arxiv",
    "version": 2
  }
}