Pith Number

pith:AMIHPEZK

pith:2025:AMIHPEZKW4CL3QMF6I3PEVHEBM

not attested not anchored not stored refs pending

Make me an Expert: Distilling from Generalist Black-Box Models into Specialized Models for Semantic Segmentation

Imad Eddine Marouf, Khalid Oublal, Slim Essid, St\'ephane Lathuili\`ere, Subhankar Roy, Vicky Kalogeiton, Yasser Benigmim

arxiv:2509.00509 v1 · 2025-08-30 · cs.CV

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{AMIHPEZKW4CL3QMF6I3PEVHEBM}

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	2026-07-05T12:02:17.471954Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

031077932ab704bdc185f236f254e40b2731a6f3a89f84a1a3617c7926a17c4a

Aliases

arxiv: 2509.00509 · arxiv_version: 2509.00509v1 · doi: 10.48550/arxiv.2509.00509 · pith_short_12: AMIHPEZKW4CL · pith_short_16: AMIHPEZKW4CL3QMF · pith_short_8: AMIHPEZK

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/AMIHPEZKW4CL3QMF6I3PEVHEBM \
  | 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: 031077932ab704bdc185f236f254e40b2731a6f3a89f84a1a3617c7926a17c4a

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "b1278a7a43d9d24d6ef9965eff75479cf94428d7ee623a7b4db8ba0921efbafd",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2025-08-30T14:03:09Z",
    "title_canon_sha256": "683699f4604297c36784a5d87b8f3926d35fd0a7b5d4ea7cc10bbe1d3f769f94"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2509.00509",
    "kind": "arxiv",
    "version": 1
  }
}