Pith Number

pith:X5CQJME2

pith:2026:X5CQJME2VPKBVUFIO27CVSM4JU

not attested not anchored not stored refs pending

ForecastAgentSearch: Towards a Multi-Expert Agent Search System for Geopolitical Event Forecasting

He Chang, Miaomiao Cai, See-kiong Ng, Yunshan Ma

arxiv:2606.31665 v1 · 2026-06-30 · cs.MA

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{X5CQJME2VPKBVUFIO27CVSM4JU}

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	2026-07-01T01:18:11.029491Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

bf4504b09aabd41ad0a876be2ac99c4d344c4acd7e3312780848c55305711994

Aliases

arxiv: 2606.31665 · arxiv_version: 2606.31665v1 · doi: 10.48550/arxiv.2606.31665 · pith_short_12: X5CQJME2VPKB · pith_short_16: X5CQJME2VPKBVUFI · pith_short_8: X5CQJME2

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/X5CQJME2VPKBVUFIO27CVSM4JU \
  | 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: bf4504b09aabd41ad0a876be2ac99c4d344c4acd7e3312780848c55305711994

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "edc3aca01f8bfef5c990003a906bfa2fdce18c82142476bcfe8bc59c3c87150d",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.MA",
    "submitted_at": "2026-06-30T13:42:57Z",
    "title_canon_sha256": "1d61db52fd0513e25c12cff7672d7f74e4af552548b5400cefa6b1b716435578"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2606.31665",
    "kind": "arxiv",
    "version": 1
  }
}