Pith Number

pith:DQU4NIF6

pith:2026:DQU4NIF6PIIZDTGTT4WI4PRB6T

not attested not anchored not stored refs pending

Matching Markets meet Cumulative Prospect Theory: Towards Optimal and Adversarially Robust Learning

Ananya Kunisetty, Avishek Ghosh

arxiv:2606.19883 v1 · 2026-06-18 · cs.LG · 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{DQU4NIF6PIIZDTGTT4WI4PRB6T}

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	2026-06-19T16:12:37.735473Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

1c29c6a0be7a1191ccd39f2c8e3e21f4c774f0619c39e8e2095462da823dfae6

Aliases

arxiv: 2606.19883 · arxiv_version: 2606.19883v1 · doi: 10.48550/arxiv.2606.19883 · pith_short_12: DQU4NIF6PIIZ · pith_short_16: DQU4NIF6PIIZDTGT · pith_short_8: DQU4NIF6

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/DQU4NIF6PIIZDTGTT4WI4PRB6T \
  | 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: 1c29c6a0be7a1191ccd39f2c8e3e21f4c774f0619c39e8e2095462da823dfae6

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "a45282c99dba2cd60846fdf0442a22447a20774f308e2b636382cbcd0426dd3b",
    "cross_cats_sorted": [
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2026-06-18T07:43:05Z",
    "title_canon_sha256": "d063ce9084dfa544e1b7f679dd9b52a7f563a026e24fa2b1ab2f77ae94fdfad8"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2606.19883",
    "kind": "arxiv",
    "version": 1
  }
}