Pith Number

pith:RGPPKI7W

pith:2026:RGPPKI7W7U5XB2K7MPVKC7LR7H

not attested not anchored not stored refs pending

Constrained Auto-Bidding via Generative Response Modeling

Eunseok Yang, Kyung-Min Kim, Xingdong Zuo

arxiv:2605.27811 v1 · 2026-05-27 · cs.AI

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{RGPPKI7W7U5XB2K7MPVKC7LR7H}

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	2026-05-28T01:04:49.284367Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

899ef523f6fd3b70e95f63eaa17d71f9c55bc3b3067e712770b6852ffad437ee

Aliases

arxiv: 2605.27811 · arxiv_version: 2605.27811v1 · doi: 10.48550/arxiv.2605.27811 · pith_short_12: RGPPKI7W7U5X · pith_short_16: RGPPKI7W7U5XB2K7 · pith_short_8: RGPPKI7W

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/RGPPKI7W7U5XB2K7MPVKC7LR7H \
  | 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: 899ef523f6fd3b70e95f63eaa17d71f9c55bc3b3067e712770b6852ffad437ee

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "0043ee0b639bdd4a73a3528a42bb031c79db422a1fc1d860e4f4e44b0b633c17",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2026-05-27T01:06:54Z",
    "title_canon_sha256": "1cb2ca951fb2e5cbd3f49d0385eb2f4d9288acd0d1b6d65e041b82da630c3a27"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2605.27811",
    "kind": "arxiv",
    "version": 1
  }
}