Pith Number

pith:OQFTPECJ

pith:2024:OQFTPECJ3FJR2QV3BIGOPZZCJW

not attested not anchored not stored refs pending

Model-in-the-Loop (MILO): Accelerating Multimodal AI Data Annotation with LLMs

Bob Kamma, Boying Gong, Daniel Lee, David Stevens, Jiabo Hu, Miao Liu, Na Li, Ning Zhang, Pranay Shah, Robert Kuo, Wenwen Jiang, Xu Chen, Yifan Wang

arxiv:2409.10702 v2 · 2024-09-16 · cs.HC · cs.AI · cs.CL · cs.LG

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{OQFTPECJ3FJR2QV3BIGOPZZCJW}

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

ARGUS: Policy-Adaptive Ad Governance via Evolving Reinforcement with Adversarial Umpiring

Receipt and verification

First computed	2026-07-05T09:10:50.519923Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

740b379049d9531d42bb0a0ce7e7224dbe61024be159a08bbf08a1739ee4d66e

Aliases

arxiv: 2409.10702 · arxiv_version: 2409.10702v2 · doi: 10.48550/arxiv.2409.10702 · pith_short_12: OQFTPECJ3FJR · pith_short_16: OQFTPECJ3FJR2QV3 · pith_short_8: OQFTPECJ

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/OQFTPECJ3FJR2QV3BIGOPZZCJW \
  | 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: 740b379049d9531d42bb0a0ce7e7224dbe61024be159a08bbf08a1739ee4d66e

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "74ec52b1a1f0814adf14cd7115559709cbbeb829bed4aef6abebb2ef46061d5f",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.CL",
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-sa/4.0/",
    "primary_cat": "cs.HC",
    "submitted_at": "2024-09-16T20:05:57Z",
    "title_canon_sha256": "e66c5a0405fc2d5d14df7d989e06c0164429c1709c98064cf58e28eca249e127"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2409.10702",
    "kind": "arxiv",
    "version": 2
  }
}