Pith Number

pith:IN4HAHK4

pith:2023:IN4HAHK433LOP6MQVO2C57EMPP

not attested not anchored not stored refs pending

Instructive Decoding: Instruction-Tuned Large Language Models are Self-Refiner from Noisy Instructions

Gihun Lee, Joonkee Kim, Se-Young Yun, Taehyeon Kim

arxiv:2311.00233 v2 · 2023-11-01 · 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{IN4HAHK433LOP6MQVO2C57EMPP}

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	2026-07-05T07:46:25.587896Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

4378701d5cded6e7f990abb42efc8c7be7d8537ebb88c588b3fe53b9e9e77d06

Aliases

arxiv: 2311.00233 · arxiv_version: 2311.00233v2 · doi: 10.48550/arxiv.2311.00233 · pith_short_12: IN4HAHK433LO · pith_short_16: IN4HAHK433LOP6MQ · pith_short_8: IN4HAHK4

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/IN4HAHK433LOP6MQVO2C57EMPP \
  | 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: 4378701d5cded6e7f990abb42efc8c7be7d8537ebb88c588b3fe53b9e9e77d06

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "ff7e2e0f581293d76c978a70b71f447fb07e42cc7ee16f673cc0982c078656a4",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2023-11-01T02:31:35Z",
    "title_canon_sha256": "5713e90fba14465d581d335548db3f538951bdc3fa826ed6b62db9aac7afcba4"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2311.00233",
    "kind": "arxiv",
    "version": 2
  }
}