Pith Number

pith:OCNKSYC3

pith:2025:OCNKSYC3W3QE4FKUHC5UNU7E4W

not attested not anchored not stored refs pending

MAGNET: A Multi-agent Framework for Finding Audio-Visual Needles by Reasoning over Multi-Video Haystacks

Dinesh Manocha, Junjie Fei, Mohamed Elhoseiny, Mohamed Elmoghany, Salman Khan, Sanjoy Chowdhury, Sayan Nag, Yohan Abeysinghe

arxiv:2506.07016 v2 · 2025-06-08 · cs.CV · 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{OCNKSYC3W3QE4FKUHC5UNU7E4W}

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

2 papers in Pith

Through the PRISM: Principle-Aware, Interpretable, and Multi-Scale Evaluation of Visual Designs

EgoSound: Benchmarking Sound Understanding in Egocentric Videos

Receipt and verification

First computed	2026-07-05T11:21:15.589639Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

709aa9605bb6e04e155438bb46d3e4e5ac029acd235b2656c9051e8040b02066

Aliases

arxiv: 2506.07016 · arxiv_version: 2506.07016v2 · doi: 10.48550/arxiv.2506.07016 · pith_short_12: OCNKSYC3W3QE · pith_short_16: OCNKSYC3W3QE4FKU · pith_short_8: OCNKSYC3

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/OCNKSYC3W3QE4FKUHC5UNU7E4W \
  | 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: 709aa9605bb6e04e155438bb46d3e4e5ac029acd235b2656c9051e8040b02066

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "fd49b60c3c8323d756ba112d9d20b6842ff024737ba4e065544319332fe53501",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2025-06-08T06:34:29Z",
    "title_canon_sha256": "17171a6bdf017c2816d837c87727eb9111ec0868381fe0f92c341767735f47bf"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2506.07016",
    "kind": "arxiv",
    "version": 2
  }
}