Pith Number

pith:GLDFBUD3

pith:2026:GLDFBUD3K2EWKAXVVNM2XRACDT

not attested not anchored not stored refs pending

Certifying What Helps Customer-Return Timing: A Screen-and-Confirm Test for Conditioning Signals, and Why Decay Is Nearly Enough

Sang Su Lee, Shishir Dash, Vijay Raghavan, Vineeth Loganathan

arxiv:2608.11555 v1 · 2026-08-12 · cs.LG · stat.AP

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{GLDFBUD3K2EWKAXVVNM2XRACDT}

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	2026-08-13T00:22:10.535419Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

32c650d07b56896502f5ab59abc4021cca80a55dbdf2e65ca92eb01c11a7a077

Aliases

arxiv: 2608.11555 · arxiv_version: 2608.11555v1 · doi: 10.48550/arxiv.2608.11555 · pith_short_12: GLDFBUD3K2EW · pith_short_16: GLDFBUD3K2EWKAXV · pith_short_8: GLDFBUD3

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/GLDFBUD3K2EWKAXVVNM2XRACDT \
  | 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: 32c650d07b56896502f5ab59abc4021cca80a55dbdf2e65ca92eb01c11a7a077

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "8923a008a700541136fe00f899b687e23038b1490368448d7661bced64b13ae2",
    "cross_cats_sorted": [
      "stat.AP"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2026-08-12T01:42:39Z",
    "title_canon_sha256": "c2d987070b4d3c30cf25778200fd8e7cd841a2589e4a5d89306ca9d343280190"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2608.11555",
    "kind": "arxiv",
    "version": 1
  }
}