Pith Number

pith:Q3BPBDFK

pith:2026:Q3BPBDFKFBGRBLRDP7BJVFMIGF

not attested not anchored not stored refs pending

A Unified Framework for In-Context Learning with Causal and Masked Language Models

Chenrui Liu, Chuanlong Xie, Falong Tan, Lixing Zhu, Yicheng Zeng

arxiv:2607.04081 v1 · 2026-07-05 · cs.LG · stat.ML

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{Q3BPBDFKFBGRBLRDP7BJVFMIGF}

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	2026-07-07T02:18:56.519956Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

86c2f08caa284d10ae237fc29a9588317aa0f8b6b46a657288abd41b812f9136

Aliases

arxiv: 2607.04081 · arxiv_version: 2607.04081v1 · doi: 10.48550/arxiv.2607.04081 · pith_short_12: Q3BPBDFKFBGR · pith_short_16: Q3BPBDFKFBGRBLRD · pith_short_8: Q3BPBDFK

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/Q3BPBDFKFBGRBLRDP7BJVFMIGF \
  | 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: 86c2f08caa284d10ae237fc29a9588317aa0f8b6b46a657288abd41b812f9136

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "8204162a4936bf9d1df0756aa7151fde3a34f71b48fb9d3ef3c23110d0b1a810",
    "cross_cats_sorted": [
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2026-07-05T02:23:18Z",
    "title_canon_sha256": "87b4b296f853361befae980090ecf3e0ed4dcde4f37b36ffc8800cac2ad8aa0b"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2607.04081",
    "kind": "arxiv",
    "version": 1
  }
}