Pith Number

pith:JKGLPGOF

pith:2026:JKGLPGOFUELDXC3RCX2Q3FH2PB

not attested not anchored not stored refs pending

Best-of-Better-$N$: Generating Pre-Aligned Responses with In-Context Learning

Chun-Fu Chen, Eric Lei, Hsiang Hsu

arxiv:2607.03453 v1 · 2026-07-03 · cs.LG · 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{JKGLPGOFUELDXC3RCX2Q3FH2PB}

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	2026-07-07T02:17:47.464693Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

4a8cb799c5a1163b8b7115f50d94fa787d3a29c8afe2101a7686cb6c708b0655

Aliases

arxiv: 2607.03453 · arxiv_version: 2607.03453v1 · doi: 10.48550/arxiv.2607.03453 · pith_short_12: JKGLPGOFUELD · pith_short_16: JKGLPGOFUELDXC3R · pith_short_8: JKGLPGOF

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/JKGLPGOFUELDXC3RCX2Q3FH2PB \
  | 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: 4a8cb799c5a1163b8b7115f50d94fa787d3a29c8afe2101a7686cb6c708b0655

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "e28dd561269a2b62cd73155b074878a73aaefa6708f89e34f4935ee07d453451",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2026-07-03T16:10:03Z",
    "title_canon_sha256": "33c118728d88ff763130f4ed538e2fbdcd21e690881feca26fbbd17f4bfa6499"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2607.03453",
    "kind": "arxiv",
    "version": 1
  }
}