Pith Number

pith:ND7ML7JQ

pith:2025:ND7ML7JQBMDTDUDSKGSS262EFV

not attested not anchored not stored refs pending

Beyond Induction Heads: In-Context Meta Learning Induces Multi-Phase Circuit Emergence

Gouki Minegishi, Hiroki Furuta, Shohei Taniguchi, Yusuke Iwasawa, Yutaka Matsuo

arxiv:2505.16694 v2 · 2025-05-22 · 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{ND7ML7JQBMDTDUDSKGSS262EFV}

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	2026-07-05T11:18:43.052405Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

68fec5fd300b0731d07251a52d7b442d638d53ddaa7fcae7ae83add702c7229f

Aliases

arxiv: 2505.16694 · arxiv_version: 2505.16694v2 · doi: 10.48550/arxiv.2505.16694 · pith_short_12: ND7ML7JQBMDT · pith_short_16: ND7ML7JQBMDTDUDS · pith_short_8: ND7ML7JQ

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/ND7ML7JQBMDTDUDSKGSS262EFV \
  | 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: 68fec5fd300b0731d07251a52d7b442d638d53ddaa7fcae7ae83add702c7229f

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "ea3434d17d72ecc149e9c2e070155237c517da24e68be8318d5a1be37eb35343",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2025-05-22T13:59:30Z",
    "title_canon_sha256": "d404adbc698767b5c22a9ee31c8de405fe85e764204deefd5eb6cebead09d72d"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2505.16694",
    "kind": "arxiv",
    "version": 2
  }
}