Pith Number

pith:PNLEQOHB

pith:2023:PNLEQOHB5YYGR5SBH775PMCNPX

not attested not anchored not stored refs pending

Incorporating Domain Knowledge in Deep Neural Networks for Discrete Choice Models

Omar Mansour, Shadi Haj-Yahia, Tomer Toledo

arxiv:2306.00016 v1 · 2023-05-30 · cs.LG · cs.AI · econ.EM

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{PNLEQOHB5YYGR5SBH775PMCNPX}

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	2026-07-05T06:16:20.354849Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

7b564838e1ee3068f6413fffd7b04d7dd052c8f2c669e25aba7ad6c31f201458

Aliases

arxiv: 2306.00016 · arxiv_version: 2306.00016v1 · doi: 10.48550/arxiv.2306.00016 · pith_short_12: PNLEQOHB5YYG · pith_short_16: PNLEQOHB5YYGR5SB · pith_short_8: PNLEQOHB

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/PNLEQOHB5YYGR5SBH775PMCNPX \
  | 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: 7b564838e1ee3068f6413fffd7b04d7dd052c8f2c669e25aba7ad6c31f201458

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "21c8794aaf87d26fe941f2ab8da4ee26c9ad83d0fa7941dca6109baff59e5620",
    "cross_cats_sorted": [
      "cs.AI",
      "econ.EM"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2023-05-30T12:53:55Z",
    "title_canon_sha256": "4a4938893118a45d212331796abf293e391c14f8957941bc5199b566a2310490"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2306.00016",
    "kind": "arxiv",
    "version": 1
  }
}