Pith Number

pith:6RONDF5A

pith:2026:6RONDF5AI4TZGVQUT7OSYFP5RY

not attested not anchored not stored refs pending

Dynamic Parameterization Is Not Dynamic Inference

Guozhong Luo, Yuan-yih Shang, Zongfei Li

arxiv:2607.26192 v1 · 2026-07-28 · cs.LG

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{6RONDF5AI4TZGVQUT7OSYFP5RY}

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	2026-07-30T00:08:40.969563Z
Builder	pith-number-builder-2026-05-17-v1
Signature	unsigned_v0
Schema	pith-number/v1.0

Canonical hash

f45cd197a047279356149fdd2c15fd8e08e1e2ef268fc2473cb50974a01ca6b5

Aliases

arxiv: 2607.26192 · arxiv_version: 2607.26192v1 · doi: 10.48550/arxiv.2607.26192 · pith_short_12: 6RONDF5AI4TZ · pith_short_16: 6RONDF5AI4TZGVQU · pith_short_8: 6RONDF5A

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/6RONDF5AI4TZGVQUT7OSYFP5RY \
  | 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: f45cd197a047279356149fdd2c15fd8e08e1e2ef268fc2473cb50974a01ca6b5

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "a3974f4533683201255551fd28fd7f0d90546d414b4bf0ce9f7e31271098681b",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2026-07-28T18:51:11Z",
    "title_canon_sha256": "a8dd9413d072fa00e78f849acd31badf3768d90803d02ec73ba3d06eb6aff2cd"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2607.26192",
    "kind": "arxiv",
    "version": 1
  }
}