Pith Number

pith:B4OLSWL7

pith:2023:B4OLSWL72GSKFSHGAWWCEZ6UNL

not attested not anchored not stored refs pending

Memory Augmented Language Models through Mixture of Word Experts

Chung-Ching Chang, Cicero Nogueira dos Santos, David Uthus, Isaac Noble, James Lee-Thorp

arxiv:2311.10768 v1 · 2023-11-15 · cs.CL

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{B4OLSWL72GSKFSHGAWWCEZ6UNL}

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	2026-07-05T07:13:57.191693Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

0f1cb9597fd1a4a2c8e605ac2267d46ada1e23c74b2b5fd8e0ed496ba93dbb0d

Aliases

arxiv: 2311.10768 · arxiv_version: 2311.10768v1 · doi: 10.48550/arxiv.2311.10768 · pith_short_12: B4OLSWL72GSK · pith_short_16: B4OLSWL72GSKFSHG · pith_short_8: B4OLSWL7

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/B4OLSWL72GSKFSHGAWWCEZ6UNL \
  | 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: 0f1cb9597fd1a4a2c8e605ac2267d46ada1e23c74b2b5fd8e0ed496ba93dbb0d

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "2e57b3e19564c76687644fc85993de3a3e815d43c3b42a1b33264b87aa61d17c",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2023-11-15T18:19:56Z",
    "title_canon_sha256": "8fdfbab319c762085f93750e34158d04f747dd43614f652dcffca89b177e671e"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2311.10768",
    "kind": "arxiv",
    "version": 1
  }
}