Pith Number

pith:LQH2BHUN

pith:2023:LQH2BHUN2I43O52TTA2EGOVSJ5

not attested not anchored not stored refs pending

EcoAssistant: Using LLM Assistant More Affordably and Accurately

Ahmed H. Awadallah, Chi Wang, Jieyu Zhang, Ranjay Krishna

arxiv:2310.03046 v1 · 2023-10-03 · cs.SE · 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{LQH2BHUN2I43O52TTA2EGOVSJ5}

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

8 papers in Pith

Token-Operations-Oriented Inference Optimization Techniques for Large Models

From Sampled Outcomes to Capability Distributions: Rethinking Supervision for LLM Routing

StepFinder: A Temporal Semantic Framework for Failure Attribution in Multi-Agent Systems

Harnessing Multiple Large Language Models: A Survey on LLM Ensemble

HyDRA: Hybrid Dynamic Routing Architecture for Heterogeneous LLM Pools

Receipt and verification

First computed	2026-07-05T06:57:28.129038Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

5c0fa09e8dd239b777539834433ab24f620b762e0f616cba3b7d96d7e878524c

Aliases

arxiv: 2310.03046 · arxiv_version: 2310.03046v1 · doi: 10.48550/arxiv.2310.03046 · pith_short_12: LQH2BHUN2I43 · pith_short_16: LQH2BHUN2I43O52T · pith_short_8: LQH2BHUN

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/LQH2BHUN2I43O52TTA2EGOVSJ5 \
  | 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: 5c0fa09e8dd239b777539834433ab24f620b762e0f616cba3b7d96d7e878524c

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "02a61d9515057713dde7c25417828611e5e780b6c4969685a3c48d07f7366a68",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.SE",
    "submitted_at": "2023-10-03T22:16:13Z",
    "title_canon_sha256": "67aab847639bded18f846689015f6505284ce6c935eca769bf59c687ed67d463"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2310.03046",
    "kind": "arxiv",
    "version": 1
  }
}