Pith Number

pith:WFNRSIRO

pith:2025:WFNRSIROSEXUP6WL6FRUNKZKBA

not attested not anchored not stored refs pending

The Evolution of Alpha in Finance Harnessing Human Insight and LLM Agents

Mohammad Rubyet Islam

arxiv:2505.14727 v1 · 2025-05-20 · cs.LG · q-fin.CP

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{WFNRSIROSEXUP6WL6FRUNKZKBA}

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	2026-07-05T11:06:56.175646Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

b15b19222e912f47facbf16346ab2a0837d414ad0d4b5137f88b9acc59920a2e

Aliases

arxiv: 2505.14727 · arxiv_version: 2505.14727v1 · doi: 10.48550/arxiv.2505.14727 · pith_short_12: WFNRSIROSEXU · pith_short_16: WFNRSIROSEXUP6WL · pith_short_8: WFNRSIRO

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/WFNRSIROSEXUP6WL6FRUNKZKBA \
  | 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: b15b19222e912f47facbf16346ab2a0837d414ad0d4b5137f88b9acc59920a2e

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "4ae2527a378dde90bf0629a5a67037efc1bc313e80dd39c1553bdb4c6b54ac29",
    "cross_cats_sorted": [
      "q-fin.CP"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-05-20T00:51:43Z",
    "title_canon_sha256": "0cc47b9d08f191906b6d12a747f95b059be1eba047bb8490d200563fea785614"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2505.14727",
    "kind": "arxiv",
    "version": 1
  }
}