Pith Number

pith:IAJI7FIY

pith:2024:IAJI7FIYDI3AQEMITO7AUPW7DG

not attested not anchored not stored refs pending

Improving Self Consistency in LLMs through Probabilistic Tokenization

Ashutosh Sathe, Divyanshu Aggarwal, Sunayana Sitaram

arxiv:2407.03678 v1 · 2024-07-04 · cs.CL · cs.LG

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{IAJI7FIYDI3AQEMITO7AUPW7DG}

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	2026-07-05T08:40:21.928292Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

40128f95181a360811889bbe0a3edf19aa4d8fe14c4fc4b3d1a82c76f1af114e

Aliases

arxiv: 2407.03678 · arxiv_version: 2407.03678v1 · doi: 10.48550/arxiv.2407.03678 · pith_short_12: IAJI7FIYDI3A · pith_short_16: IAJI7FIYDI3AQEMI · pith_short_8: IAJI7FIY

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/IAJI7FIYDI3AQEMITO7AUPW7DG \
  | 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: 40128f95181a360811889bbe0a3edf19aa4d8fe14c4fc4b3d1a82c76f1af114e

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "fda304c5ad44b0b628a4771a874940186e399b0fae6a44bbcfcf51dab2aa304b",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2024-07-04T06:52:48Z",
    "title_canon_sha256": "60e020aa2bbd4221e5b4ed0bb2b1363fba3dfa0bd20682637815eb3ef95f4db7"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2407.03678",
    "kind": "arxiv",
    "version": 1
  }
}