Pith Number

pith:2SCEL77M

pith:2026:2SCEL77MUURGHPYM4HXCILHQVP

not attested not anchored not stored refs pending

Learning to Bid in FCR Markets: A Best-of-Both-Worlds Approach

Cheng Wan, Marius Potfer, Pierre Gruet

arxiv:2605.31070 v1 · 2026-05-29 · 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{2SCEL77MUURGHPYM4HXCILHQVP}

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	2026-06-01T01:03:34.434475Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

d48445ffeca52263bf0ce1ee242cf0abd2d1eafe6b005281da05a8f70fdee39c

Aliases

arxiv: 2605.31070 · arxiv_version: 2605.31070v1 · doi: 10.48550/arxiv.2605.31070 · pith_short_12: 2SCEL77MUURG · pith_short_16: 2SCEL77MUURGHPYM · pith_short_8: 2SCEL77M

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/2SCEL77MUURGHPYM4HXCILHQVP \
  | 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: d48445ffeca52263bf0ce1ee242cf0abd2d1eafe6b005281da05a8f70fdee39c

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "0ca73ed60a77d3a42a983fb313fa3b2332fc63b6be9958b2d60c8ee10c5dde59",
    "cross_cats_sorted": [
      "cs.GT"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2026-05-29T09:38:47Z",
    "title_canon_sha256": "258e05307d6d2d43713d88110b5108cd32db911f13331daf1b14f9d14f58315d"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2605.31070",
    "kind": "arxiv",
    "version": 1
  }
}