Pith. sign in
Pith Number

pith:Y7PBW3HH

pith:2024:Y7PBW3HHTCNXVHR3SYM7DBFXF3
not attested not anchored not stored refs pending

Combinatorial Reasoning: Selecting Reasons in Generative AI Pipelines via Combinatorial Optimization

Alan Ho, Ata Akbari Asanjan, Can Unlu, Davide Venturelli, Masoud Mohseni, Mert Esencan, P. Aaron Lott, Tarun Advaith Kumar

arxiv:2407.00071 v1 · 2024-06-19 · cs.AI · cs.CL · cs.ET · cs.LG

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{Y7PBW3HHTCNXVHR3SYM7DBFXF3}

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

2 papers in Pith

Receipt and verification
First computed 2026-07-05T08:38:14.019940Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

c7de1b6ce7989b7a9e3b9619f184b72ee51c180514b5372921519f78b19d11bd

Aliases

arxiv: 2407.00071 · arxiv_version: 2407.00071v1 · doi: 10.48550/arxiv.2407.00071 · pith_short_12: Y7PBW3HHTCNX · pith_short_16: Y7PBW3HHTCNXVHR3 · pith_short_8: Y7PBW3HH
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/Y7PBW3HHTCNXVHR3SYM7DBFXF3 \
  | 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: c7de1b6ce7989b7a9e3b9619f184b72ee51c180514b5372921519f78b19d11bd
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "83299c96ec139a24879eaa51084fe99d0af6a9d7508e8f79a39dcde6bab690db",
    "cross_cats_sorted": [
      "cs.CL",
      "cs.ET",
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2024-06-19T16:47:44Z",
    "title_canon_sha256": "5bd293b609eb7df0b2b1ee040ca2f5b34d77cf1dd6b359990e92c4ce42accd42"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2407.00071",
    "kind": "arxiv",
    "version": 1
  }
}