Pith Number

pith:TW43Q2LV

pith:2025:TW43Q2LVBNAMVWXNJ67Q2XHZFF

not attested not anchored not stored refs pending

Desirable Effort Fairness and Optimality Trade-offs in Strategic Learning

Chara Podimata, Ekaterina Fedorova, Valia Efthymiou

arxiv:2510.19098 v2 · 2025-10-21 · cs.GT · cs.CY

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{TW43Q2LVBNAMVWXNJ67Q2XHZFF}

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

Linear Strategic Classification with Endogenous Improvements

Receipt and verification

First computed	2026-07-07T00:15:50.433229Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

9db9b869750b40cadaed4fbf0d5cf929403b76f6edbd773f55bd76462c0c31b6

Aliases

arxiv: 2510.19098 · arxiv_version: 2510.19098v2 · doi: 10.48550/arxiv.2510.19098 · pith_short_12: TW43Q2LVBNAM · pith_short_16: TW43Q2LVBNAMVWXN · pith_short_8: TW43Q2LV

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/TW43Q2LVBNAMVWXNJ67Q2XHZFF \
  | 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: 9db9b869750b40cadaed4fbf0d5cf929403b76f6edbd773f55bd76462c0c31b6

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "3e69fdb58679a774085436f5fb6c82ca69ecf466b6c9ec28d3d258646caa3266",
    "cross_cats_sorted": [
      "cs.CY"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.GT",
    "submitted_at": "2025-10-21T21:43:20Z",
    "title_canon_sha256": "75bf96ba70660cd9e29d2d9b55533bbcf0f2ec2b34b8acce1bd7de7483430f44"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2510.19098",
    "kind": "arxiv",
    "version": 2
  }
}