Pith Number

pith:H2S233AK

pith:2025:H2S233AKGY4SOFUV4JAPBMCBW4

not attested not anchored not stored refs pending

Modeling shopper interest broadness with entropy-driven dialogue policy in the context of arbitrarily large product catalogs

Firas Jarboui, Issa Memari

arxiv:2509.06185 v1 · 2025-09-07 · cs.IR · cs.LG

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{H2S233AKGY4SOFUV4JAPBMCBW4}

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	2026-07-05T12:06:31.264292Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

3ea5adec0a3639271695e240f0b041b71b1ffad8042891456d304b9ed3ee3b7f

Aliases

arxiv: 2509.06185 · arxiv_version: 2509.06185v1 · doi: 10.48550/arxiv.2509.06185 · pith_short_12: H2S233AKGY4S · pith_short_16: H2S233AKGY4SOFUV · pith_short_8: H2S233AK

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/H2S233AKGY4SOFUV4JAPBMCBW4 \
  | 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: 3ea5adec0a3639271695e240f0b041b71b1ffad8042891456d304b9ed3ee3b7f

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "1550154135e5f4acd0abdba9d63e0930a6f27fd0e1c355bde2deb25544d640fb",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.IR",
    "submitted_at": "2025-09-07T19:30:09Z",
    "title_canon_sha256": "6efc64fd3c1cbcc9e1f2bee6eb790a575edcd2cff54c6510209439b9630b832d"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2509.06185",
    "kind": "arxiv",
    "version": 1
  }
}