Pith. sign in
Pith Number

pith:3JLDHYB6

pith:2025:3JLDHYB6LM5WPBX7EJIQTS72JR
not attested not anchored not stored refs pending

LLM-Based Config Synthesis requires Disambiguation

Alan Tang, George Varghese, Nikolaj Bjorner, Rajdeep Mondal, Todd Millstein

arxiv:2507.12443 v1 · 2025-07-16 · cs.NI · cs.AI · cs.HC · cs.PL

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{3JLDHYB6LM5WPBX7EJIQTS72JR}

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 2026-07-05T11:38:20.288512Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

da5633e03e5b3b6786ff225109cbfa4c79d0e41ee6bfbcf935c2c9747f9679f7

Aliases

arxiv: 2507.12443 · arxiv_version: 2507.12443v1 · doi: 10.48550/arxiv.2507.12443 · pith_short_12: 3JLDHYB6LM5W · pith_short_16: 3JLDHYB6LM5WPBX7 · pith_short_8: 3JLDHYB6
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/3JLDHYB6LM5WPBX7EJIQTS72JR \
  | 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: da5633e03e5b3b6786ff225109cbfa4c79d0e41ee6bfbcf935c2c9747f9679f7
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "96d295d63ef04cb4a9edeb36c2010238612f0638a5365918b23de785e2fed9b1",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.HC",
      "cs.PL"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.NI",
    "submitted_at": "2025-07-16T17:29:15Z",
    "title_canon_sha256": "ec0f00cc208f4ea31cfff8fab7d0deea9eba9058c6c028dc35aa92d3b4abac98"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2507.12443",
    "kind": "arxiv",
    "version": 1
  }
}