Pith Number

pith:NOY3MXZC

pith:2021:NOY3MXZCB52DKHJEMICQ65QMEF

not attested not anchored not stored refs pending

Who Leads and Who Follows in Strategic Classification?

Eric Mazumdar, Michael I. Jordan, S. Shankar Sastry, Tijana Zrnic

arxiv:2106.12529 v2 · 2021-06-23 · cs.LG · cs.GT

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{NOY3MXZCB52DKHJEMICQ65QMEF}

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

Sequential Strategic Classification with Multi-Stage Selective Classifiers

Receipt and verification

First computed	2026-07-05T03:52:29.426121Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

6bb1b65f220f74351d2462050f760c21493adb79a77c2912c0215a5798c88b42

Aliases

arxiv: 2106.12529 · arxiv_version: 2106.12529v2 · doi: 10.48550/arxiv.2106.12529 · pith_short_12: NOY3MXZCB52D · pith_short_16: NOY3MXZCB52DKHJE · pith_short_8: NOY3MXZC

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/NOY3MXZCB52DKHJEMICQ65QMEF \
  | 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: 6bb1b65f220f74351d2462050f760c21493adb79a77c2912c0215a5798c88b42

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "a54d7f56c3f4a2dd8e3b692200e3e95a77151fd01f9a451698525994edd14954",
    "cross_cats_sorted": [
      "cs.GT"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2021-06-23T16:48:46Z",
    "title_canon_sha256": "11bad5680cbdc0272d6b1fafbb37cb585e43033ca5af58ac5114cb2bad4bccae"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2106.12529",
    "kind": "arxiv",
    "version": 2
  }
}