Pith. sign in
Pith Number

pith:ML2SLOIF

pith:2021:ML2SLOIFM6PJ7U4YFJ46NFJPB4
not attested not anchored not stored refs pending

Directed Diversity: Leveraging Language Embedding Distances for Collective Creativity in Crowd Ideation

Ashraf Abdul, Brian Y. Lim, Christian von der Weth, Samuel Rhys Cox, Yunlong Wang

arxiv:2101.06030 v1 · 2021-01-15 · cs.HC

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{ML2SLOIFM6PJ7U4YFJ46NFJPB4}

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 2026-07-05T02:07:09.426431Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

62f525b905679e9fd3982a79e6952f0f19bbeb718373e4bea25f56c27db038c4

Aliases

arxiv: 2101.06030 · arxiv_version: 2101.06030v1 · doi: 10.48550/arxiv.2101.06030 · pith_short_12: ML2SLOIFM6PJ · pith_short_16: ML2SLOIFM6PJ7U4Y · pith_short_8: ML2SLOIF
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/ML2SLOIFM6PJ7U4YFJ46NFJPB4 \
  | 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: 62f525b905679e9fd3982a79e6952f0f19bbeb718373e4bea25f56c27db038c4
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "701825b1bcb0eb690744b0bd8cba1f6d391049a046518ba604fa0e0caeca4a2f",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.HC",
    "submitted_at": "2021-01-15T09:36:05Z",
    "title_canon_sha256": "3b3172ec5e7b1c78898d390cc2ef1778c3ae946c6eab19c143daa04872242f90"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2101.06030",
    "kind": "arxiv",
    "version": 1
  }
}