Pith Number

pith:7OGOTAKC

pith:2023:7OGOTAKC4QHZSCISP73UTF6P2P

not attested not anchored not stored refs pending

In-Context Exemplars as Clues to Retrieving from Large Associative Memory

Jiachen Zhao

arxiv:2311.03498 v2 · 2023-11-06 · cs.CL · 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{7OGOTAKC4QHZSCISP73UTF6P2P}

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	2026-07-05T07:25:47.539386Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

fb8ce98142e40f9909127ff74997cfd3f3777ba63c76b1ee7aa93cf9b53311d4

Aliases

arxiv: 2311.03498 · arxiv_version: 2311.03498v2 · doi: 10.48550/arxiv.2311.03498 · pith_short_12: 7OGOTAKC4QHZ · pith_short_16: 7OGOTAKC4QHZSCIS · pith_short_8: 7OGOTAKC

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/7OGOTAKC4QHZSCISP73UTF6P2P \
  | 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: fb8ce98142e40f9909127ff74997cfd3f3777ba63c76b1ee7aa93cf9b53311d4

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "34d92fe4595fa0057693ff42b46521af7868f3a668a1a793795bffa1f8325fed",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2023-11-06T20:13:29Z",
    "title_canon_sha256": "e6702ff4d6d4be74dab633ba63f40e6382eaddc65e7b4b5526f31f5427fb8248"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2311.03498",
    "kind": "arxiv",
    "version": 2
  }
}