Pith Number

pith:GKGPZKCP

pith:2024:GKGPZKCPFAYTYVHC4JUB4VVIQD

not attested not anchored not stored refs pending

In-Context Learning State Vector with Inner and Momentum Optimization

Baotian Hu, Dongfang Li, Min Zhang, Xinshuo Hu, Zetian Sun, Zhenyu Liu

arxiv:2404.11225 v2 · 2024-04-17 · cs.CL · cs.AI

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{GKGPZKCPFAYTYVHC4JUB4VVIQD}

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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

Localizing Task Recognition and Task Learning in In-Context Learning via Attention Head Analysis

Receipt and verification

First computed	2026-07-05T08:40:16.678461Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

328cfca84f28313c54e2e2681e56a880e91c46b2d6b4e439c72e5d82c51980ed

Aliases

arxiv: 2404.11225 · arxiv_version: 2404.11225v2 · doi: 10.48550/arxiv.2404.11225 · pith_short_12: GKGPZKCPFAYT · pith_short_16: GKGPZKCPFAYTYVHC · pith_short_8: GKGPZKCP

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/GKGPZKCPFAYTYVHC4JUB4VVIQD \
  | 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: 328cfca84f28313c54e2e2681e56a880e91c46b2d6b4e439c72e5d82c51980ed

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "e1d46838f85c79bf7d8f25fac0242c79f0390f79faf7cb029de6d593c186fbb3",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2024-04-17T10:19:15Z",
    "title_canon_sha256": "be9375722460b7e9c6c2ce2212e3fe8e2ca9a82467ba393f4e5681c891b68481"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2404.11225",
    "kind": "arxiv",
    "version": 2
  }
}