Pith Number

pith:AWIC3KCB

pith:2023:AWIC3KCBFDHBB4J2QBQ2PS2HVM

not attested not anchored not stored refs pending

OrchestraLLM: Efficient Orchestration of Language Models for Dialogue State Tracking

Chia-Hsuan Lee, Hao Cheng, Mari Ostendorf

arxiv:2311.09758 v3 · 2023-11-16 · cs.CL

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{AWIC3KCBFDHBB4J2QBQ2PS2HVM}

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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

1 paper in Pith

Token-Operations-Oriented Inference Optimization Techniques for Large Models

Receipt and verification

First computed	2026-07-05T09:12:57.036023Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

05902da84128ce10f13a8061a7cb47ab0224b950e82f08c315b5533b8031a23a

Aliases

arxiv: 2311.09758 · arxiv_version: 2311.09758v3 · doi: 10.48550/arxiv.2311.09758 · pith_short_12: AWIC3KCBFDHB · pith_short_16: AWIC3KCBFDHBB4J2 · pith_short_8: AWIC3KCB

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/AWIC3KCBFDHBB4J2QBQ2PS2HVM \
  | 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: 05902da84128ce10f13a8061a7cb47ab0224b950e82f08c315b5533b8031a23a

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "572931f69150705da5c0cfbdfb23e9f52095eaa006a8cef4c1a49192290af5fa",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2023-11-16T10:30:55Z",
    "title_canon_sha256": "400d753dbfe9085b1b60a32ff3f8c5aee13bc73bf353f2a5f525ef93b41de810"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2311.09758",
    "kind": "arxiv",
    "version": 3
  }
}