Pith Number

pith:AEMNAXC4

pith:2026:AEMNAXC4JAHYIQ2AF6DPY27SBX

not attested not anchored not stored refs pending

When Does Real-World Data Make a Randomized Trial More Efficient, and How Would You Know? A Report Card, an Efficiency Map, and Selection-Aware Inference for Adaptive-TMLE

M. Ehsan Karim

arxiv:2607.02787 v1 · 2026-07-02 · stat.ME

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{AEMNAXC4JAHYIQ2AF6DPY27SBX}

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	2026-07-07T00:16:17.307331Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

0118d05c5c480f8443402f86fc6bf20de28d0b104c474e8a764504ce0bd6373e

Aliases

arxiv: 2607.02787 · arxiv_version: 2607.02787v1 · doi: 10.48550/arxiv.2607.02787 · pith_short_12: AEMNAXC4JAHY · pith_short_16: AEMNAXC4JAHYIQ2A · pith_short_8: AEMNAXC4

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/AEMNAXC4JAHYIQ2AF6DPY27SBX \
  | 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: 0118d05c5c480f8443402f86fc6bf20de28d0b104c474e8a764504ce0bd6373e

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "f2c6dd031cb181f2c76849aa9f660e2fd77bf30824aeddc4c2293b653952198d",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "stat.ME",
    "submitted_at": "2026-07-02T21:53:11Z",
    "title_canon_sha256": "ac5f208ed8de4d8c033dbbe5d4663a324d6973a76361aaf5c79c1fde06d2fcb0"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2607.02787",
    "kind": "arxiv",
    "version": 1
  }
}