Pith Number

pith:EVWPPYPM

pith:2026:EVWPPYPMJVMHF4KIQUF54N2EBS

not attested not anchored not stored refs pending

Deep Learning Forecasting of the U.S. Aggregate Bond Index

Ajay Kumar Verma, Jul Jon Ramirez General, Yvan Landry Ndzonde Fonkou

arxiv:2605.27977 v1 · 2026-05-27 · q-fin.PM · q-fin.CP · q-fin.MF · q-fin.ST

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{EVWPPYPMJVMHF4KIQUF54N2EBS}

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	2026-05-28T01:04:55.079451Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

256cf7e1ec4d5872f148850bde37440c8d25aa5aab05a209570ef17209818a39

Aliases

arxiv: 2605.27977 · arxiv_version: 2605.27977v1 · doi: 10.48550/arxiv.2605.27977 · pith_short_12: EVWPPYPMJVMH · pith_short_16: EVWPPYPMJVMHF4KI · pith_short_8: EVWPPYPM

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/EVWPPYPMJVMHF4KIQUF54N2EBS \
  | 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: 256cf7e1ec4d5872f148850bde37440c8d25aa5aab05a209570ef17209818a39

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "70902996c1a79ee4605d4ef6c73a74d39ae2ddc8ad6bc6846725cb81d973bbbc",
    "cross_cats_sorted": [
      "q-fin.CP",
      "q-fin.MF",
      "q-fin.ST"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "q-fin.PM",
    "submitted_at": "2026-05-27T05:15:28Z",
    "title_canon_sha256": "f97a1139b469bbc0e8a22f630b39930435708ef31009de0b28ddd246aed1868a"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2605.27977",
    "kind": "arxiv",
    "version": 1
  }
}