Pith Number

pith:AIDU5RFV

pith:2023:AIDU5RFVWFTMIMWATGFSKYZGZA

not attested not anchored not stored refs pending

Recognition, recall, and retention of few-shot memories in large language models

A. Emin Orhan

arxiv:2303.17557 v1 · 2023-03-30 · cs.CL · cs.LG · cs.NE

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{AIDU5RFVWFTMIMWATGFSKYZGZA}

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.

Cited by

1 paper in Pith

Can LLMs Judge Better Than They Generate? Evaluating Task Asymmetry, Mechanistic Interpretability and Transferability for In-Context QA

Receipt and verification

First computed	2026-07-05T05:56:35.551168Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

02074ec4b5b166c432c0998b256326c8096a0d5878e0ff2ddc56280134fb7479

Aliases

arxiv: 2303.17557 · arxiv_version: 2303.17557v1 · doi: 10.48550/arxiv.2303.17557 · pith_short_12: AIDU5RFVWFTM · pith_short_16: AIDU5RFVWFTMIMWA · pith_short_8: AIDU5RFV

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/AIDU5RFVWFTMIMWATGFSKYZGZA \
  | 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: 02074ec4b5b166c432c0998b256326c8096a0d5878e0ff2ddc56280134fb7479

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "480d6bf1b7022026343b058ffbce21598baf06f3337779a534a71070cc924490",
    "cross_cats_sorted": [
      "cs.LG",
      "cs.NE"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2023-03-30T17:26:16Z",
    "title_canon_sha256": "a231d5d6c06b3ada0b12aca0fc8704fde4c79bf9ad58f301ac3dcd46d34fb50b"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2303.17557",
    "kind": "arxiv",
    "version": 1
  }
}