Pith Number

pith:AYTV65BW

pith:2023:AYTV65BWGRFM345HN4HZZEVZN7

not attested not anchored not stored refs pending

Equity-Transformer: Solving NP-hard Min-Max Routing Problems as Sequential Generation with Equity Context

Hyeonah Kim, Jinkyoo Park, Jiwoo Son, Minsu Kim, Sanghyeok Choi

arxiv:2306.02689 v3 · 2023-06-05 · cs.LG · math.OC · 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{AYTV65BWGRFM345HN4HZZEVZN7}

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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

A Coalition Game for On-demand Multi-modal 3D Automated Delivery System

Receipt and verification

First computed	2026-07-05T07:40:54.023931Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

06275f7436344acdf3a76f0f9c92b96fca173a2db7e938a9293861d88f8099ed

Aliases

arxiv: 2306.02689 · arxiv_version: 2306.02689v3 · doi: 10.48550/arxiv.2306.02689 · pith_short_12: AYTV65BWGRFM · pith_short_16: AYTV65BWGRFM345H · pith_short_8: AYTV65BW

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/AYTV65BWGRFM345HN4HZZEVZN7 \
  | 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: 06275f7436344acdf3a76f0f9c92b96fca173a2db7e938a9293861d88f8099ed

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "687c94cfe2ad1ac1add792c28f06b7c4ba08f2da375a17f73c7ba3a3c33573cc",
    "cross_cats_sorted": [
      "math.OC",
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2023-06-05T08:29:55Z",
    "title_canon_sha256": "02f6ae7995de2c17313427a3271a5837e196ae1de0ab12db21ece73f041c8413"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2306.02689",
    "kind": "arxiv",
    "version": 3
  }
}