Pith Number

pith:ENNODJDA

pith:2026:ENNODJDANQEMD6VYPEWBU52CEI

not attested not anchored not stored refs pending

InvestPhilBench: A Multi-Layer Dynamic Benchmark for Evaluating Large Language Model Procedural Reasoning in Expert Investment Philosophy

Bo Qu, Mingguang Chen

arxiv:2606.25984 v1 · 2026-06-24 · cs.AI · cs.LG

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{ENNODJDANQEMD6VYPEWBU52CEI}

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	2026-06-25T01:18:45.007364Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

235ae1a4606c08c1fab8792c1a77422201c82ac8da52a95a8867e3803074fa02

Aliases

arxiv: 2606.25984 · arxiv_version: 2606.25984v1 · doi: 10.48550/arxiv.2606.25984 · pith_short_12: ENNODJDANQEM · pith_short_16: ENNODJDANQEMD6VY · pith_short_8: ENNODJDA

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/ENNODJDANQEMD6VYPEWBU52CEI \
  | 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: 235ae1a4606c08c1fab8792c1a77422201c82ac8da52a95a8867e3803074fa02

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "f3f230eb84235463211a357634f60ffbd5cc288f4ab959afe936e03bec7389c4",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2026-06-24T15:53:20Z",
    "title_canon_sha256": "cfbff6ab9923b6f7db51d20097ec91c7fa3d893bc0f64d7bcab6aff2cf427d9c"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2606.25984",
    "kind": "arxiv",
    "version": 1
  }
}