Pith Number

pith:FLVQH5D6

pith:2026:FLVQH5D6APETCQAAYBHVELZJUY

not attested not anchored not stored refs pending

DAG-FM: A Foundation Model for Causal Discovery under Heterogeneous Causal Mechanisms

Haoyuan Qian, Kun Kuang, Peng Cui, Yikang Chen, Yi Yang, Zhengkang Guan

arxiv:2607.11510 v1 · 2026-07-13 · 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{FLVQH5D6APETCQAAYBHVELZJUY}

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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	2026-07-14T02:22:08.164158Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

2aeb03f47e03c9314000c04f522f29a602bb08c320d749af23ed2558a801b70e

Aliases

arxiv: 2607.11510 · arxiv_version: 2607.11510v1 · doi: 10.48550/arxiv.2607.11510 · pith_short_12: FLVQH5D6APET · pith_short_16: FLVQH5D6APETCQAA · pith_short_8: FLVQH5D6

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/FLVQH5D6APETCQAAYBHVELZJUY \
  | 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: 2aeb03f47e03c9314000c04f522f29a602bb08c320d749af23ed2558a801b70e

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "e87f90c598e9a6a7518f39803f5bf6f906304ba61d5e8142c47cb83c59118198",
    "cross_cats_sorted": [
      "stat.ML"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2026-07-13T13:00:06Z",
    "title_canon_sha256": "bd30a46592766b40b32d4695038141ffc8f70ab54c72abaf11e24553d260a160"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2607.11510",
    "kind": "arxiv",
    "version": 1
  }
}