Pith Number

pith:IGHOVWA6

pith:2018:IGHOVWA6MT7WEMT2VURFX4GYTV

not attested not anchored not stored refs pending

How Do Classifiers Induce Agents To Invest Effort Strategically?

Jon Kleinberg, Manish Raghavan

arxiv:1807.05307 v5 · 2018-07-13 · cs.LG · cs.CY · cs.DS · cs.GT · 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{IGHOVWA6MT7WEMT2VURFX4GYTV}

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	2026-07-04T23:50:52.986799Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

418eead81e64ff62327aad225bf0d89d4a472b8653dbd2897b493db84c7cf4e8

Aliases

arxiv: 1807.05307 · arxiv_version: 1807.05307v5 · doi: 10.48550/arxiv.1807.05307 · pith_short_12: IGHOVWA6MT7W · pith_short_16: IGHOVWA6MT7WEMT2 · pith_short_8: IGHOVWA6

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/IGHOVWA6MT7WEMT2VURFX4GYTV \
  | 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: 418eead81e64ff62327aad225bf0d89d4a472b8653dbd2897b493db84c7cf4e8

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "6673c65c764926023e176dac8642da5f61b17a0669075a2bb7a94e9f51e40b89",
    "cross_cats_sorted": [
      "cs.CY",
      "cs.DS",
      "cs.GT",
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2018-07-13T23:46:52Z",
    "title_canon_sha256": "9362f826a036b01dfb6a23c2321650cac6f18b7e1046556946c41b6980b842a0"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1807.05307",
    "kind": "arxiv",
    "version": 5
  }
}