Pith Number

pith:JDS2D7HG

pith:2020:JDS2D7HGZIKAKVSL3HX2OT55MB

not attested not anchored not stored refs pending

Explaining Local, Global, And Higher-Order Interactions In Deep Learning

Charles Venuto, Chenliang Xu, Henry Kautz, Samuel Lerman

arxiv:2006.08601 v4 · 2020-06-12 · cs.LG · 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{JDS2D7HGZIKAKVSL3HX2OT55MB}

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	2026-07-05T03:21:05.699741Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

48e5a1fce6ca1405564bd9efa74fbd6070b16b6770db3a628a71c8ef8c58140d

Aliases

arxiv: 2006.08601 · arxiv_version: 2006.08601v4 · doi: 10.48550/arxiv.2006.08601 · pith_short_12: JDS2D7HGZIKA · pith_short_16: JDS2D7HGZIKAKVSL · pith_short_8: JDS2D7HG

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/JDS2D7HGZIKAKVSL3HX2OT55MB \
  | 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: 48e5a1fce6ca1405564bd9efa74fbd6070b16b6770db3a628a71c8ef8c58140d

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "efc4148414552a6aed8a068a9f6a5712793eaeddcaba9bab0601d90aeedfa887",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2020-06-12T18:13:27Z",
    "title_canon_sha256": "a12b2bd5d9de496666392b848292ee04d1523a231370e769aa2a99bff8643865"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2006.08601",
    "kind": "arxiv",
    "version": 4
  }
}