Pith Number

pith:FM6LH3J2

pith:2023:FM6LH3J2ZRHSLBDWYX4OW42DLJ

not attested not anchored not stored refs pending

Long Horizon Temperature Scaling

Andy Shih, Dorsa Sadigh, Stefano Ermon

arxiv:2302.03686 v2 · 2023-02-07 · 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{FM6LH3J2ZRHSLBDWYX4OW42DLJ}

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	2026-07-05T06:55:51.938523Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

2b3cb3ed3acc4f258476c5f8eb73435a75e034c5c42ef40f88c618ff81594c6e

Aliases

arxiv: 2302.03686 · arxiv_version: 2302.03686v2 · doi: 10.48550/arxiv.2302.03686 · pith_short_12: FM6LH3J2ZRHS · pith_short_16: FM6LH3J2ZRHSLBDW · pith_short_8: FM6LH3J2

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/FM6LH3J2ZRHSLBDWYX4OW42DLJ \
  | 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: 2b3cb3ed3acc4f258476c5f8eb73435a75e034c5c42ef40f88c618ff81594c6e

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "ce6a5cc6edaff96a56c13daf008f025d9d24a7778a6f22222c25b6138c835f48",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2023-02-07T18:59:32Z",
    "title_canon_sha256": "5da329ee9e34fa0d65e29a99962e0b0f2be3c24d24f244f98a5b5af62f716cac"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2302.03686",
    "kind": "arxiv",
    "version": 2
  }
}