Pith Number

pith:UU77QKL5

pith:2026:UU77QKL52ZMFSWYWNDM3MIPVRW

not attested not anchored not stored refs pending

Leakage-Aware Benchmarking of LLM Forecasting: Real-Time Nowcasts as the Decision-Time Input for Macro Factor Ranking

Mao Guan, Qian Chen

arxiv:2606.22719 v1 · 2026-06-21 · q-fin.ST · cs.AI

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{UU77QKL52ZMFSWYWNDM3MIPVRW}

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	2026-06-23T02:13:45.622482Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

a53ff8297dd658595b1668d9b621f58d8b450f036c53c32c976d42f08689cf57

Aliases

arxiv: 2606.22719 · arxiv_version: 2606.22719v1 · doi: 10.48550/arxiv.2606.22719 · pith_short_12: UU77QKL52ZMF · pith_short_16: UU77QKL52ZMFSWYW · pith_short_8: UU77QKL5

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/UU77QKL52ZMFSWYWNDM3MIPVRW \
  | 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: a53ff8297dd658595b1668d9b621f58d8b450f036c53c32c976d42f08689cf57

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "cd005a9ea34741ea82f4d84dd162851dc5ffa5a7a7576d0809b063badc600cbb",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "q-fin.ST",
    "submitted_at": "2026-06-21T23:36:04Z",
    "title_canon_sha256": "6916f8e5619d5fae597cedd9779defaf731b97bd81a7f67db6bd1570e7720d50"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2606.22719",
    "kind": "arxiv",
    "version": 1
  }
}