Pith Number

pith:GHRDJXCJ

pith:2024:GHRDJXCJERPWLOEIP5BXEC6JFH

not attested not anchored not stored refs pending

The Best of Both Worlds: Bridging Quality and Diversity in Data Selection with Bipartite Graph

Gholamreza Haffari, Lizhen Qu, Minghao Wu, Thuy-Trang Vu

arxiv:2410.12458 v2 · 2024-10-16 · 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{GHRDJXCJERPWLOEIP5BXEC6JFH}

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

Boosting LLM via Learning from Data Iteratively and Selectively

Receipt and verification

First computed	2026-07-05T11:10:01.636775Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

31e234dc49245f65b8887f43720bc929cf5acd19cd7b2dfa6070404184079a51

Aliases

arxiv: 2410.12458 · arxiv_version: 2410.12458v2 · doi: 10.48550/arxiv.2410.12458 · pith_short_12: GHRDJXCJERPW · pith_short_16: GHRDJXCJERPWLOEI · pith_short_8: GHRDJXCJ

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/GHRDJXCJERPWLOEIP5BXEC6JFH \
  | 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: 31e234dc49245f65b8887f43720bc929cf5acd19cd7b2dfa6070404184079a51

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "4788dfd63f15617f688b783afcd17870354827820bc7bdc81f2ad26ee5599129",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2024-10-16T11:16:34Z",
    "title_canon_sha256": "f5fe922d4b4a602de78e7793738d339a516e06eea7060d1c7bb1ee27929810d0"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2410.12458",
    "kind": "arxiv",
    "version": 2
  }
}