Pith Number

pith:Y236EUYM

pith:2024:Y236EUYMEF57Z2N2V7BAORYHNM

not attested not anchored not stored refs pending

Unleashing the Power of Data Tsunami: A Comprehensive Survey on Data Assessment and Selection for Instruction Tuning of Language Models

Gang Li, Hang Shao, Ke Li, Pengcheng Guo, Xing Sun, Yuchen Shi, Yulei Qin, Yuncheng Yang, Yun Gu, Zihan Xu

arxiv:2408.02085 v5 · 2024-08-04 · cs.CV · cs.AI · cs.CL · eess.SP

Open paper page JSON Open Graph Bundle Merged state Verified badge What is a Pith Number?

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{Y236EUYMEF57Z2N2V7BAORYHNM}

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	2026-07-05T09:54:45.964601Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

c6b7e2530c217bfce9baafc20747076b19fffa66caad5e9f9c0518c78e72a24a

Aliases

arxiv: 2408.02085 · arxiv_version: 2408.02085v5 · doi: 10.48550/arxiv.2408.02085 · pith_short_12: Y236EUYMEF57 · pith_short_16: Y236EUYMEF57Z2N2 · pith_short_8: Y236EUYM

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/Y236EUYMEF57Z2N2V7BAORYHNM \
  | 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: c6b7e2530c217bfce9baafc20747076b19fffa66caad5e9f9c0518c78e72a24a

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "6198f5266b69bc49f6435c797b21053134ba4301a8a68d91fca467ff5ab1f3e4",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.CL",
      "eess.SP"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2024-08-04T16:50:07Z",
    "title_canon_sha256": "a386632441130afd876e2fbe5877eff8ef37327a6b247f5e48fc2155d06b8129"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2408.02085",
    "kind": "arxiv",
    "version": 5
  }
}