Pith Number

pith:VEC4LPYM

pith:2022:VEC4LPYMJCE32I7CLHKEDTKUFL

not attested not anchored not stored refs pending

Memory-assisted prompt editing to improve GPT-3 after deployment

Aman Madaan, Niket Tandon, Peter Clark, Yiming Yang

arxiv:2201.06009 v7 · 2022-01-16 · 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{VEC4LPYMJCE32I7CLHKEDTKUFL}

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

Representation-Guided Parameter-Efficient LLM Unlearning

Receipt and verification

First computed	2026-07-05T05:43:09.633556Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

a905c5bf0c4889bd23e259d441cd542ac9b6b21a45a5d35ebaa2cfd4d60fa37c

Aliases

arxiv: 2201.06009 · arxiv_version: 2201.06009v7 · doi: 10.48550/arxiv.2201.06009 · pith_short_12: VEC4LPYMJCE3 · pith_short_16: VEC4LPYMJCE32I7C · pith_short_8: VEC4LPYM

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/VEC4LPYMJCE32I7CLHKEDTKUFL \
  | 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: a905c5bf0c4889bd23e259d441cd542ac9b6b21a45a5d35ebaa2cfd4d60fa37c

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "89826dfae2dbb17d7a9245e7dca17dc33d79dbee3a404fd6b64127879fac15d2",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2022-01-16T10:11:37Z",
    "title_canon_sha256": "e25e284f262650cf9dcb046cbf76d3d6f5712267dd3d60d6c5422d65be80c2ac"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2201.06009",
    "kind": "arxiv",
    "version": 7
  }
}