Pith Number

pith:XLQQIJJT

pith:2021:XLQQIJJTPFGPCMQGG2V6JDUGXD

not attested not anchored not stored refs pending

When in Doubt, Summon the Titans: Efficient Inference with Large Models

Aditya Krishna Menon, Amr Ahmed, Ankit Singh Rawat, Manzil Zaheer, Sanjiv Kumar

arxiv:2110.10305 v1 · 2021-10-19 · 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{XLQQIJJTPFGPCMQGG2V6JDUGXD}

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	2026-07-05T03:24:15.633928Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

bae1042533794cf1320636abe48e86b8c76fe4bb544331fb8bea01f73f286815

Aliases

arxiv: 2110.10305 · arxiv_version: 2110.10305v1 · doi: 10.48550/arxiv.2110.10305 · pith_short_12: XLQQIJJTPFGP · pith_short_16: XLQQIJJTPFGPCMQG · pith_short_8: XLQQIJJT

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/XLQQIJJTPFGPCMQGG2V6JDUGXD \
  | 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: bae1042533794cf1320636abe48e86b8c76fe4bb544331fb8bea01f73f286815

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "5a801ba6509eea61303625c80edc4f0245dd84ff0f046afe2810a7ac968dda50",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2021-10-19T22:56:49Z",
    "title_canon_sha256": "588348bf7ed17eb1922c5dee3a27d4871ecf5446b2c020ad044064fda50034dc"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2110.10305",
    "kind": "arxiv",
    "version": 1
  }
}