Pith Number

pith:UFUUNFRS

pith:2023:UFUUNFRS3FST6AEXDNQACBSAFO

not attested not anchored not stored refs pending

JsonTuning: Towards Generalizable, Robust, and Controllable Instruction Tuning

Chang Gao, Guizhen Chen, Wai Lam, Wenxuan Zhang

arxiv:2310.02953 v6 · 2023-10-04 · 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{UFUUNFRS3FST6AEXDNQACBSAFO}

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

Low-Resource Fine-Tuning for Multi-Task Structured Information Extraction with a Billion-Parameter Instruction-Tuned Model

Receipt and verification

First computed	2026-07-05T11:17:31.331015Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

a169469632d9653f00971b600106402b84eb3aaa0e3b8479dac5df9ad3b8d1e2

Aliases

arxiv: 2310.02953 · arxiv_version: 2310.02953v6 · doi: 10.48550/arxiv.2310.02953 · pith_short_12: UFUUNFRS3FST · pith_short_16: UFUUNFRS3FST6AEX · pith_short_8: UFUUNFRS

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/UFUUNFRS3FST6AEXDNQACBSAFO \
  | 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: a169469632d9653f00971b600106402b84eb3aaa0e3b8479dac5df9ad3b8d1e2

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "8df7fb4089222eb1f48f60d72a9aff7169094042a5159e8f50e97180f4ccfe58",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2023-10-04T16:44:23Z",
    "title_canon_sha256": "2e0c1e310fb8f2177d819b92f79bd30be361876947ef49b867f8349ae4f3d332"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2310.02953",
    "kind": "arxiv",
    "version": 6
  }
}