Pith Number

pith:BTGJYTPO

pith:2026:BTGJYTPOHLPNWS4YDFGE3HLOCX

not attested not anchored not stored refs pending

Aligning Language Models with Selective Prediction

Aryan Deshwal, Gaoxiang Luo, Ju Sun, Sinian Zhang, Yifan Wu

arxiv:2607.03528 v1 · 2026-07-03 · cs.LG · cs.AI · cs.CL

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{BTGJYTPOHLPNWS4YDFGE3HLOCX}

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	2026-07-07T02:17:51.923243Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

0ccc9c4dee3adedb4b98194c4d9d6e15d0b109fe5a146ae1573a06be9c29ff9b

Aliases

arxiv: 2607.03528 · arxiv_version: 2607.03528v1 · doi: 10.48550/arxiv.2607.03528 · pith_short_12: BTGJYTPOHLPN · pith_short_16: BTGJYTPOHLPNWS4Y · pith_short_8: BTGJYTPO

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/BTGJYTPOHLPNWS4YDFGE3HLOCX \
  | 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: 0ccc9c4dee3adedb4b98194c4d9d6e15d0b109fe5a146ae1573a06be9c29ff9b

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "e6e7814e59a15f20b085d01b724cfed4cceaa347e5565dff04c3bf85e7592954",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.CL"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2026-07-03T17:59:02Z",
    "title_canon_sha256": "c80ca5642ab6b95856982be93528e43b45590b551efb5b549789ceaac4ab8f87"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2607.03528",
    "kind": "arxiv",
    "version": 1
  }
}