Pith Number

pith:FTPL3TXZ

pith:2025:FTPL3TXZE4QM53EJ5LOPMEO4GV

not attested not anchored not stored refs pending

Forecasting Commodity Price Shocks Using Temporal and Semantic Fusion of Prices Signals and Agentic Generative AI Extracted Economic News

Carlos Gershenson-Garcia, Cecil Pang, Daehan Won, Mohammed-Khalil Ghali, Oscar Molina

arxiv:2508.06497 v1 · 2025-07-24 · q-fin.CP · 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{FTPL3TXZE4QM53EJ5LOPMEO4GV}

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	2026-07-05T11:51:00.578714Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

2cdebdcef92720ceec89eadcf611dc356c07e4799ab1653f61f480621cb6f6fb

Aliases

arxiv: 2508.06497 · arxiv_version: 2508.06497v1 · doi: 10.48550/arxiv.2508.06497 · pith_short_12: FTPL3TXZE4QM · pith_short_16: FTPL3TXZE4QM53EJ · pith_short_8: FTPL3TXZ

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/FTPL3TXZE4QM53EJ5LOPMEO4GV \
  | 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: 2cdebdcef92720ceec89eadcf611dc356c07e4799ab1653f61f480621cb6f6fb

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "4d5ac3431e77896c39d74ba4192f097bb242554e0457f5f549d46ea8c1d26c44",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "q-fin.CP",
    "submitted_at": "2025-07-24T20:52:47Z",
    "title_canon_sha256": "7ec94d5c02d7540e30bc5cc3e5e0efd381cc88246e041c034cf447d5b22018df"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2508.06497",
    "kind": "arxiv",
    "version": 1
  }
}