Pith Number

pith:L7FQOTOK

pith:2026:L7FQOTOK5EXDL5ZLRPE2HM67W7

not attested not anchored not stored refs pending

When Can We Trust Early Warnings? Leakage-Excluded Early Outcome Prediction from LMS Interaction Logs

Bertrand Laforge, Marie-H\'el\`ene Abel, Ngoc Luyen Le

arxiv:2605.25794 v1 · 2026-05-25 · 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{L7FQOTOK5EXDL5ZLRPE2HM67W7}

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.

Cited by

1 paper in Pith

Deterministic Decisions for High-Stakes AI. A Zero-Egress Pipeline with the Deployability of RAG and the Accuracy of Machine Learning

Receipt and verification

First computed	2026-05-26T02:05:11.956785Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

5fcb074dcae92e35f72b8bc9a3b3dfb7efc7b443862cf8a260bfe68882aeaea3

Aliases

arxiv: 2605.25794 · arxiv_version: 2605.25794v1 · doi: 10.48550/arxiv.2605.25794 · pith_short_12: L7FQOTOK5EXD · pith_short_16: L7FQOTOK5EXDL5ZL · pith_short_8: L7FQOTOK

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/L7FQOTOK5EXDL5ZLRPE2HM67W7 \
  | 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: 5fcb074dcae92e35f72b8bc9a3b3dfb7efc7b443862cf8a260bfe68882aeaea3

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "810a075dac18ca8a0a83df6464b19706da28541cccf14b79d10873f6592ca8b5",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2026-05-25T12:41:40Z",
    "title_canon_sha256": "607fc656d211f4e16ab56ba5a1cd40422134a15f8e31183fa0fb083fac6b0968"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2605.25794",
    "kind": "arxiv",
    "version": 1
  }
}