Pith Number

pith:IND5BG7B

pith:2025:IND5BG7BSHJKAT5UIFTPXQ5SMI

not attested not anchored not stored refs pending

MIG: Automatic Data Selection for Instruction Tuning by Maximizing Information Gain in Semantic Space

Haochen Ye, Kai Chen, Kai Hu, Yicheng Chen, Yining Li, Zerun Ma

arxiv:2504.13835 v1 · 2025-04-18 · 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{IND5BG7BSHJKAT5UIFTPXQ5SMI}

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

GemMaroc: Unlocking Darija Proficiency in LLMs with Minimal Data

Receipt and verification

First computed	2026-07-05T10:51:02.760206Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

4347d09be191d2a04fb44166fbc3b26211a7178c044cdc75e95112592ea2188e

Aliases

arxiv: 2504.13835 · arxiv_version: 2504.13835v1 · doi: 10.48550/arxiv.2504.13835 · pith_short_12: IND5BG7BSHJK · pith_short_16: IND5BG7BSHJKAT5U · pith_short_8: IND5BG7B

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/IND5BG7BSHJKAT5UIFTPXQ5SMI \
  | 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: 4347d09be191d2a04fb44166fbc3b26211a7178c044cdc75e95112592ea2188e

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "0f0250c98521ac30cb57bfeacd8634ee6c48fc195e3feb5cef56bda45d899524",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2025-04-18T17:59:46Z",
    "title_canon_sha256": "35c3915f6d539e5da9bbf81cb26383b9880bc847a0e60f363ea13150c3609b8d"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2504.13835",
    "kind": "arxiv",
    "version": 1
  }
}