Pith Number

pith:6ZM7GQB5

pith:2025:6ZM7GQB57JASS3FFLARJVHPV2R

not attested not anchored not stored refs pending

Controllably Efficient Language Models

Aahlad Puli, Jatin Prakash, Rajesh Ranganath

arxiv:2511.05313 v2 · 2025-11-07 · 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{6ZM7GQB57JASS3FFLARJVHPV2R}

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	2026-07-14T01:22:02.044395Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

f659f3403dfa41296ca558229a9df5d47ecd5eff647fbad6873a95240bd3f7f0

Aliases

arxiv: 2511.05313 · arxiv_version: 2511.05313v2 · doi: 10.48550/arxiv.2511.05313 · pith_short_12: 6ZM7GQB57JAS · pith_short_16: 6ZM7GQB57JASS3FF · pith_short_8: 6ZM7GQB5

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/6ZM7GQB57JASS3FFLARJVHPV2R \
  | 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: f659f3403dfa41296ca558229a9df5d47ecd5eff647fbad6873a95240bd3f7f0

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "b722cedef1054afa201c9ea70e2b3b3a9f9c145381138da88140e4ebfe3bb36a",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-11-07T15:13:28Z",
    "title_canon_sha256": "36af27693d1dac6175120bd3cbe5bda3ee244ff0d1737f2aeb74c7246efd59a6"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2511.05313",
    "kind": "arxiv",
    "version": 2
  }
}