Pith Number

pith:ENVLPO4Q

pith:2024:ENVLPO4QPJG3KLIPIKXR5XB4PM

not attested not anchored not stored refs pending

Towards Optimizing the Costs of LLM Usage

Apoorv Saxena, Atharv Tyagi, Koyel Mukherjee, Nishanth Kotla, Shivanshu Shekhar, Tanishq Dubey

arxiv:2402.01742 v1 · 2024-01-29 · cs.CL · cs.AI · 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{ENVLPO4QPJG3KLIPIKXR5XB4PM}

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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

4 papers in Pith

Dialogue to Discovery: Attribute-Aware Preference Elicitation for Conversational Product Search Assistants

CAMI: Cost-Aware Agent-Guided Multi-Indexing for Semantic Retrieval

Optimizing Large Language Models: Metrics, Energy Efficiency, and Case Study Insights

Efficient Black-Box Fault Localization for System-Level Test Code Using Large Language Models

Receipt and verification

First computed	2026-07-05T07:41:05.978251Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

236ab7bb907a4db52d0f42af1edc3c7b116d2d71a58a0090f9c745a9e83337ef

Aliases

arxiv: 2402.01742 · arxiv_version: 2402.01742v1 · doi: 10.48550/arxiv.2402.01742 · pith_short_12: ENVLPO4QPJG3 · pith_short_16: ENVLPO4QPJG3KLIP · pith_short_8: ENVLPO4Q

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/ENVLPO4QPJG3KLIPIKXR5XB4PM \
  | 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: 236ab7bb907a4db52d0f42af1edc3c7b116d2d71a58a0090f9c745a9e83337ef

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "31d329eeb13da515c1d32ca46b593fbf21cd0bdf65fd5b2f43bd18a8f6930f35",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2024-01-29T16:36:31Z",
    "title_canon_sha256": "4f48ec066e48596a9138442e762683b0b229627df1ae5158b636ce09f35f0778"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2402.01742",
    "kind": "arxiv",
    "version": 1
  }
}