Pith Number

pith:V6SQJFAG

pith:2026:V6SQJFAGQNW2P6GH4YKVMPE25V

not attested not anchored not stored refs pending

Context-Adaptive Inference: A Unified Statistical and Foundation-Model View

Baiheng Chen, Ben Lengerich, Caleb N. Ellington, Dong Liu, Eric P. Xing, Jiaqi Wang, Jingyun Jia, Rikhil Rao, Samuel Wales-McGrath, Yixin Yang, Yue Yao, Zhiyuan Li

arxiv:2607.23304 v1 · 2026-07-25 · stat.ML · cs.LG · stat.ME

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{V6SQJFAGQNW2P6GH4YKVMPE25V}

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	2026-07-28T01:22:46.918843Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

afa5049406836da7f8c7e615563c9aed4ab94605a81edc1e5c40dce278d359fb

Aliases

arxiv: 2607.23304 · arxiv_version: 2607.23304v1 · doi: 10.48550/arxiv.2607.23304 · pith_short_12: V6SQJFAGQNW2 · pith_short_16: V6SQJFAGQNW2P6GH · pith_short_8: V6SQJFAG

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/V6SQJFAGQNW2P6GH4YKVMPE25V \
  | 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: afa5049406836da7f8c7e615563c9aed4ab94605a81edc1e5c40dce278d359fb

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "048ac850879b835c501be5293f2cb996f1ec0d418676b2e6ca5ad55d33a904eb",
    "cross_cats_sorted": [
      "cs.LG",
      "stat.ME"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "stat.ML",
    "submitted_at": "2026-07-25T17:33:35Z",
    "title_canon_sha256": "9fad6117ffca45c3c088f885da45001b1d8afee0d4a62e74956f4c95b02f5afd"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2607.23304",
    "kind": "arxiv",
    "version": 1
  }
}