Pith Number

pith:ZQOCIJP7

pith:2026:ZQOCIJP732PIORM2G4BZDONX6H

not attested not anchored not stored refs pending

Information-Theoretic Limits of Reliability and Scaling in Language Models

Subhabrata Majumdar

arxiv:2607.14112 v1 · 2026-05-08 · cs.CL · cs.AI · cs.IT · math.IT

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{ZQOCIJP732PIORM2G4BZDONX6H}

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	2026-07-17T00:20:52.557762Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

cc1c2425ffde9e87459a370391b9b7f1d00965c16b505daf753601e7a07a1f1f

Aliases

arxiv: 2607.14112 · arxiv_version: 2607.14112v1 · doi: 10.48550/arxiv.2607.14112 · pith_short_12: ZQOCIJP732PI · pith_short_16: ZQOCIJP732PIORM2 · pith_short_8: ZQOCIJP7

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/ZQOCIJP732PIORM2G4BZDONX6H \
  | 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: cc1c2425ffde9e87459a370391b9b7f1d00965c16b505daf753601e7a07a1f1f

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "b5e2be4c1313a6b6fde197c679109f095c5ee4d79ec496b0651cb4c9997ed263",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.IT",
      "math.IT"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2026-05-08T06:06:18Z",
    "title_canon_sha256": "d0cc6fed0e3cd3961e28933c667f7fc379dde282c19f52a760e3647733eb679e"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2607.14112",
    "kind": "arxiv",
    "version": 1
  }
}