Pith Number

pith:5NJNDZA3

pith:2025:5NJNDZA3RSX4JIJW4GFUZX3GHY

not attested not anchored not stored refs pending

Leveraging Knowledge Graphs and LLM Reasoning to Identify Operational Bottlenecks for Warehouse Planning Assistance

Anirudh Deodhar, Rishi Parekh, Saisubramaniam Gopalakrishnan, Zishan Ahmad

arxiv:2507.17273 v1 · 2025-07-23 · cs.LG · cs.AI

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{5NJNDZA3RSX4JIJW4GFUZX3GHY}

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	2026-07-05T11:42:05.018094Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

eb52d1e41b8cafc4a136e18b4cdf663e38fedcf5d7c5a6c687079cf1ce6c70cf

Aliases

arxiv: 2507.17273 · arxiv_version: 2507.17273v1 · doi: 10.48550/arxiv.2507.17273 · pith_short_12: 5NJNDZA3RSX4 · pith_short_16: 5NJNDZA3RSX4JIJW · pith_short_8: 5NJNDZA3

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/5NJNDZA3RSX4JIJW4GFUZX3GHY \
  | 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: eb52d1e41b8cafc4a136e18b4cdf663e38fedcf5d7c5a6c687079cf1ce6c70cf

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "9056d701e26eaa945618643994d504047bff89b416af5b9db5b0cef2f9cdcfd0",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-nd/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-07-23T07:18:55Z",
    "title_canon_sha256": "3afcea532eed4b8f4661164436bff535568542ad280cd14a5a3c5d1ceef88f2e"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2507.17273",
    "kind": "arxiv",
    "version": 1
  }
}