Pith Number

pith:ZWZ76K24

pith:2026:ZWZ76K24JCEIHS5XG56NPXR6FV

not attested not anchored not stored refs pending

Temporal Causal Prior-Data Fitted Networks for Panel Data with Learned Reliability Signals

Saurabh Sharma, Shravan Talupula

arxiv:2606.20889 v1 · 2026-06-18 · 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{ZWZ76K24JCEIHS5XG56NPXR6FV}

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	2026-06-23T00:12:01.873298Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

cdb3ff2b5c488883cbb7377cd7de3e2d40c8035527da3096a1fb3704ed7dd18f

Aliases

arxiv: 2606.20889 · arxiv_version: 2606.20889v1 · doi: 10.48550/arxiv.2606.20889 · pith_short_12: ZWZ76K24JCEI · pith_short_16: ZWZ76K24JCEIHS5X · pith_short_8: ZWZ76K24

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/ZWZ76K24JCEIHS5XG56NPXR6FV \
  | 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: cdb3ff2b5c488883cbb7377cd7de3e2d40c8035527da3096a1fb3704ed7dd18f

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "76ded660cdee3492f02409eb5cc76835bdc5ce90e9b4626bebbef1360aac9287",
    "cross_cats_sorted": [
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2026-06-18T19:34:57Z",
    "title_canon_sha256": "bbec057d6d73b7b0b669ef83b2716467e9440c4adb6457e910b640950373736c"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2606.20889",
    "kind": "arxiv",
    "version": 1
  }
}