Pith Number

pith:OANF2QKP

pith:2023:OANF2QKPBY5X5GKFYQBTDXTPYU

not attested not anchored not stored refs pending

Ensemble-Instruct: Generating Instruction-Tuning Data with a Heterogeneous Mixture of LMs

Md Arafat Sultan, Radu Florian, Ram\'on Fernandez Astudillo, Salim Roukos, Tahira Naseem Asim Munawar, Young-Suk Lee, Yousef El-Kurdi

arxiv:2310.13961 v1 · 2023-10-21 · cs.CL · 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{OANF2QKPBY5X5GKFYQBTDXTPYU}

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

Harnessing Multiple Large Language Models: A Survey on LLM Ensemble

Receipt and verification

First computed	2026-07-05T07:03:37.483757Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

701a5d414f0e3b7e9945c40331de6fc52a078d1dd3ea44664ef50f11f13b673a

Aliases

arxiv: 2310.13961 · arxiv_version: 2310.13961v1 · doi: 10.48550/arxiv.2310.13961 · pith_short_12: OANF2QKPBY5X · pith_short_16: OANF2QKPBY5X5GKF · pith_short_8: OANF2QKP

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/OANF2QKPBY5X5GKFYQBTDXTPYU \
  | 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: 701a5d414f0e3b7e9945c40331de6fc52a078d1dd3ea44664ef50f11f13b673a

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "eb949104562565356bed4eef4344db0b93380a632014664c81c9df73765331bd",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by-sa/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2023-10-21T10:21:17Z",
    "title_canon_sha256": "dd4d4e1e9b5c828fb242bc22041753ca1e0708fdabc167d457101c2c09db8e51"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2310.13961",
    "kind": "arxiv",
    "version": 1
  }
}