Pith Number

pith:SEFIDCNW

pith:2024:SEFIDCNWQDP5L3G5R5YLYM64WE

not attested not anchored not stored refs pending

Automating Venture Capital: Founder assessment using LLM-powered segmentation, feature engineering and automated labeling techniques

Ekin Ozince, Yi\u{g}it Ihlamur

arxiv:2407.04885 v1 · 2024-07-05 · cs.CL · 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{SEFIDCNWQDP5L3G5R5YLYM64WE}

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

From Limited Data to Rare-event Prediction: LLM-powered Feature Engineering and Multi-model Learning in Venture Capital

Receipt and verification

First computed	2026-07-05T08:40:43.175852Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

910a8189b680dfd5ecdd8f70bc33dcb10d58883c560e2f92c14298512ba05f00

Aliases

arxiv: 2407.04885 · arxiv_version: 2407.04885v1 · doi: 10.48550/arxiv.2407.04885 · pith_short_12: SEFIDCNWQDP5 · pith_short_16: SEFIDCNWQDP5L3G5 · pith_short_8: SEFIDCNW

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/SEFIDCNWQDP5L3G5R5YLYM64WE \
  | 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: 910a8189b680dfd5ecdd8f70bc33dcb10d58883c560e2f92c14298512ba05f00

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "c8bea2553dc95764f2c7d4c244f1c9d1619471ffd72bb68b1b131bb13cd739e5",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-sa/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2024-07-05T22:54:13Z",
    "title_canon_sha256": "0a6725429f77bacfdad5a13e30123d3d355a80ed22e455dc05b9bf6f6b650c69"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2407.04885",
    "kind": "arxiv",
    "version": 1
  }
}