Pith Number

pith:LF2CEV3K

pith:2026:LF2CEV3KBZUSVZAY7HBPURRLRW

not attested not anchored not stored refs pending

Beyond Cash Flows: A Multi-Agent AI Framework for Valuing Clinical-Stage, Cross-Border Biotechnology

Yuhan Fang

arxiv:2608.10175 v1 · 2026-08-10 · cs.MA · q-fin.PM

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{LF2CEV3KBZUSVZAY7HBPURRLRW}

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	2026-08-12T00:22:58.896501Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

597422576a0e692ae418f9c2fa462b8da7a26c2a3120db3169fedce70a3c806e

Aliases

arxiv: 2608.10175 · arxiv_version: 2608.10175v1 · doi: 10.48550/arxiv.2608.10175 · pith_short_12: LF2CEV3KBZUS · pith_short_16: LF2CEV3KBZUSVZAY · pith_short_8: LF2CEV3K

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/LF2CEV3KBZUSVZAY7HBPURRLRW \
  | 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: 597422576a0e692ae418f9c2fa462b8da7a26c2a3120db3169fedce70a3c806e

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "a77ea905d3a29beeefc0de01231f9945f59e9c3ce3b81c3940cab725324b8cfe",
    "cross_cats_sorted": [
      "q-fin.PM"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.MA",
    "submitted_at": "2026-08-10T19:44:29Z",
    "title_canon_sha256": "43ef324fcdb6b3a0c39fbd09fbecaff50e47a547070d73f26fc9a4365bf218e5"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2608.10175",
    "kind": "arxiv",
    "version": 1
  }
}