Pith Number

pith:AGCBMSFL

pith:2025:AGCBMSFLYC7Z5NEN64X4IOF6H4

not attested not anchored not stored refs pending

ModelingAgent: Bridging LLMs and Mathematical Modeling for Real-World Challenges

Avirup Sil, Cheng Qian, ChengXiang Zhai, Heng Ji, Hongru Wang, Hongyi Du, Kathleen McKeown, Xiusi Chen, Yuji Zhang

arxiv:2505.15068 v1 · 2025-05-21 · cs.AI · cs.CL · 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{AGCBMSFLYC7Z5NEN64X4IOF6H4}

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

1 paper in Pith

UserBench: An Interactive Gym Environment for User-Centric Agents

Receipt and verification

First computed	2026-07-05T11:06:40.017592Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

01841648abc0bf9eb48df72fc438be3f299eee925750ce968982d64f405724f8

Aliases

arxiv: 2505.15068 · arxiv_version: 2505.15068v1 · doi: 10.48550/arxiv.2505.15068 · pith_short_12: AGCBMSFLYC7Z · pith_short_16: AGCBMSFLYC7Z5NEN · pith_short_8: AGCBMSFL

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/AGCBMSFLYC7Z5NEN64X4IOF6H4 \
  | 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: 01841648abc0bf9eb48df72fc438be3f299eee925750ce968982d64f405724f8

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "1f5137bf9b97da59c9012eb0bb031534c8f3639c6cbe1b1dba1af1a503235cd9",
    "cross_cats_sorted": [
      "cs.CL",
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2025-05-21T03:33:23Z",
    "title_canon_sha256": "b9ccb165195e0603b5c1cdc22a968a606b9a637ad0af6f699a6bf139d41465c8"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2505.15068",
    "kind": "arxiv",
    "version": 1
  }
}