Pith Number

pith:HPT4YE4V

pith:2026:HPT4YE4VGUJXNU5YQBJ42IWFFA

not attested not anchored not stored refs pending

The Inference-Compute Frontier and a Latency-Efficient Architecture for Limit Order Book Prediction

C. Evans Hedges

arxiv:2606.25986 v1 · 2026-06-24 · cs.LG · q-fin.ST · q-fin.TR

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{HPT4YE4VGUJXNU5YQBJ42IWFFA}

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	2026-06-25T01:18:45.036856Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

3be7cc1395351376d3b88053cd22c52814457d2d7466dd00763c161a2cb6987b

Aliases

arxiv: 2606.25986 · arxiv_version: 2606.25986v1 · doi: 10.48550/arxiv.2606.25986 · pith_short_12: HPT4YE4VGUJX · pith_short_16: HPT4YE4VGUJXNU5Y · pith_short_8: HPT4YE4V

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/HPT4YE4VGUJXNU5YQBJ42IWFFA \
  | 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: 3be7cc1395351376d3b88053cd22c52814457d2d7466dd00763c161a2cb6987b

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "5b837824074d8eabc1fcaccd19198d8f38c54e283eb54fa796a49816296f20a5",
    "cross_cats_sorted": [
      "q-fin.ST",
      "q-fin.TR"
    ],
    "license": "http://creativecommons.org/publicdomain/zero/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2026-06-24T15:54:09Z",
    "title_canon_sha256": "0e258124eba563ff54858d780477f2d3716a3bff8f6c187eb63538ff16f8f2f6"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2606.25986",
    "kind": "arxiv",
    "version": 1
  }
}