Pith Number

pith:7D5D55MN

pith:2026:7D5D55MNQDWCHL2SECSS3N2S6E

not attested not anchored not stored refs pending

UA-DCM: Uncertainty-aware Causal Decision Making via Effect Bound Decomposition

Hilaf Hasson, Md Musfiqur Rahman, Murat Kocaoglu, Ziwei Jiang

arxiv:2601.22736 v2 · 2026-01-30 · cs.LG · cs.AI

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{7D5D55MNQDWCHL2SECSS3N2S6E}

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	2026-06-09T01:05:13.663284Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

f8fa3ef58d80ec23af5220a52db752f117accce03016a0af718c7cd3a87ac5d7

Aliases

arxiv: 2601.22736 · arxiv_version: 2601.22736v2 · doi: 10.48550/arxiv.2601.22736 · pith_short_12: 7D5D55MNQDWC · pith_short_16: 7D5D55MNQDWCHL2S · pith_short_8: 7D5D55MN

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/7D5D55MNQDWCHL2SECSS3N2S6E \
  | 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: f8fa3ef58d80ec23af5220a52db752f117accce03016a0af718c7cd3a87ac5d7

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "6df48143a6674138751dbb9879e3b4c08b00c5ae9ae301a58b236e14190dd9b7",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2026-01-30T09:18:11Z",
    "title_canon_sha256": "5ee9ebd17dee039dd5b44300d0587ce2b60e279302f18bf31d92b6ff2e9d671d"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2601.22736",
    "kind": "arxiv",
    "version": 2
  }
}