Pith Number

pith:DTCLFDCH

pith:2025:DTCLFDCH6DYNTEFCWRLMXBXDG7

not attested not anchored not stored refs pending

A Causal Lens for Learning Long-term Fair Policies

Jacob Lear, Lu Zhang

arxiv:2506.11242 v1 · 2025-06-12 · 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{DTCLFDCH6DYNTEFCWRLMXBXDG7}

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	2026-07-05T11:21:01.593934Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

1cc4b28c47f0f0d990a2b456cb86e337ddbb34d5773c196a89447eff7517c1c9

Aliases

arxiv: 2506.11242 · arxiv_version: 2506.11242v1 · doi: 10.48550/arxiv.2506.11242 · pith_short_12: DTCLFDCH6DYN · pith_short_16: DTCLFDCH6DYNTEFC · pith_short_8: DTCLFDCH

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/DTCLFDCH6DYNTEFCWRLMXBXDG7 \
  | 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: 1cc4b28c47f0f0d990a2b456cb86e337ddbb34d5773c196a89447eff7517c1c9

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "4105d8e5d3e42b0456d30a22fb64e837db304987c9beea0cd1fa2d32b7e3cbe6",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-06-12T19:22:50Z",
    "title_canon_sha256": "2123de174db9fb967ace9b51d6caefd0c05c83026cf82b225492a896fc3bc0f2"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2506.11242",
    "kind": "arxiv",
    "version": 1
  }
}