Pith Number

pith:WSQBKWUM

pith:2026:WSQBKWUMWTGO5F7UTFEWEPTT6Q

not attested not anchored not stored refs pending

Causal Foundation Models with Continuous Treatments

Christopher Stith, Jesse C. Cresswell, Medha Barath, Rahul G. Krishnan, Vahid Balazadeh

arxiv:2605.15133 v1 · 2026-05-14 · 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{WSQBKWUMWTGO5F7UTFEWEPTT6Q}

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	2026-05-17T23:38:54.030457Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

b4a0155a8cb4ccee97f49949623e73f4365111d755eb4165d81f2ab0eb041a4a

Aliases

arxiv: 2605.15133 · arxiv_version: 2605.15133v1 · doi: 10.48550/arxiv.2605.15133 · pith_short_12: WSQBKWUMWTGO · pith_short_16: WSQBKWUMWTGO5F7U · pith_short_8: WSQBKWUM

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/WSQBKWUMWTGO5F7UTFEWEPTT6Q \
  | 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: b4a0155a8cb4ccee97f49949623e73f4365111d755eb4165d81f2ab0eb041a4a

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "d4cc454ec676bcec5582c228bf500b885230af1579dc0f98194601fcb31e1880",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2026-05-14T17:40:28Z",
    "title_canon_sha256": "601fdc78040e820a83657565bbff07955befb7eed125734259445de73838a9ff"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2605.15133",
    "kind": "arxiv",
    "version": 1
  }
}