Pith Number

pith:TFU3GEGY

pith:2026:TFU3GEGYNX4D7U3IKKHNF72DRT

not attested not anchored not stored refs pending

Distributional Energy-Based Models for Uncertainty-Aware Structured LLM Reasoning

Abhey Kalia, Fernanda Gon\c{c}alves, Shebin Rawther, Shireen Kudukkil Manchingal

arxiv:2605.18871 v1 · 2026-05-15 · 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{TFU3GEGYNX4D7U3IKKHNF72DRT}

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	2026-05-20T00:06:29.642003Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

9969b310d86df83fd368528ed2ff438cff168bc53fa801ac30492004ad9c063c

Aliases

arxiv: 2605.18871 · arxiv_version: 2605.18871v1 · doi: 10.48550/arxiv.2605.18871 · pith_short_12: TFU3GEGYNX4D · pith_short_16: TFU3GEGYNX4D7U3I · pith_short_8: TFU3GEGY

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/TFU3GEGYNX4D7U3IKKHNF72DRT \
  | 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: 9969b310d86df83fd368528ed2ff438cff168bc53fa801ac30492004ad9c063c

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "b1c8b44d302f7caad2c1c37eb82562e70c387829ef37a3d04860866d7e7b1b4a",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-nd/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2026-05-15T17:08:27Z",
    "title_canon_sha256": "881f2af55132ddf72df563be060dd4f09fa164bd5958f72fcc4360d89b8f0aff"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2605.18871",
    "kind": "arxiv",
    "version": 1
  }
}