Pith Number

pith:DBGMZQRX

pith:2020:DBGMZQRXKBZZZ7PHH6NU6L3DI3

not attested not anchored not stored refs pending

Learning Interpretable Concept-Based Models with Human Feedback

Finale Doshi-Velez, Isaac Lage

arxiv:2012.02898 v1 · 2020-12-04 · cs.LG · cs.HC · 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{DBGMZQRXKBZZZ7PHH6NU6L3DI3}

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

Survival Concept-Based Learning Models

Receipt and verification

First computed	2026-07-05T01:57:23.615250Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

184cccc23750739cfde73f9b4f2f6346d4997f89a1c586f8b2e9f2f4521f9b97

Aliases

arxiv: 2012.02898 · arxiv_version: 2012.02898v1 · doi: 10.48550/arxiv.2012.02898 · pith_short_12: DBGMZQRXKBZZ · pith_short_16: DBGMZQRXKBZZZ7PH · pith_short_8: DBGMZQRX

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/DBGMZQRXKBZZZ7PHH6NU6L3DI3 \
  | 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: 184cccc23750739cfde73f9b4f2f6346d4997f89a1c586f8b2e9f2f4521f9b97

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "b12941ada7c63c1b8d0217b43f581d127c0aa2efc4a81de9cd6be6de82f7ef79",
    "cross_cats_sorted": [
      "cs.HC",
      "stat.ML"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2020-12-04T23:41:05Z",
    "title_canon_sha256": "f46727d75e4e7f5659d92a09bf0d1647bb37ae67fa64b0cc6c54db5a633aef8e"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2012.02898",
    "kind": "arxiv",
    "version": 1
  }
}