Pith Number

pith:D7E2POMM

pith:2026:D7E2POMMY6X2OQARE64VOOVP5A

not attested not anchored not stored refs pending

A Theoretical Interpretation of In-Context Learning via Probabilistic Modeling

Huaze Tang, Shao-Lun Huang, Zhenyu Liu

arxiv:2606.28926 v1 · 2026-06-27 · cs.IT · cs.LG · math.IT

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{D7E2POMMY6X2OQARE64VOOVP5A}

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	2026-06-30T01:17:45.631976Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

1fc9a7b98cc7afa7401127b9573aafe819795f7d42e94a7c0ee12568e160366e

Aliases

arxiv: 2606.28926 · arxiv_version: 2606.28926v1 · doi: 10.48550/arxiv.2606.28926 · pith_short_12: D7E2POMMY6X2 · pith_short_16: D7E2POMMY6X2OQAR · pith_short_8: D7E2POMM

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/D7E2POMMY6X2OQARE64VOOVP5A \
  | 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: 1fc9a7b98cc7afa7401127b9573aafe819795f7d42e94a7c0ee12568e160366e

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "2b28a371086b0445763e1ccf1bb6174fdf8c844e4544172e9d1d768be53f10fb",
    "cross_cats_sorted": [
      "cs.LG",
      "math.IT"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.IT",
    "submitted_at": "2026-06-27T14:01:48Z",
    "title_canon_sha256": "31f0501981a728c45cdb35cabb6ddc0c382e073ab8f0b7891a6fc64c22644384"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2606.28926",
    "kind": "arxiv",
    "version": 1
  }
}