API overview for event ambiguity detection.

OracleMangle scores event questions for ambiguous wording, weak source rules, and resolution-risk patterns before they enter automated research workflows.

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Score wording risk

Detect subjective thresholds, undefined terms, and source gaps.

Route review work

Use numeric scores to queue manual review before automation continues.

Track access cleanly

Stripe provisions API keys and tier limits automatically after payment.

Base URL: https://api.oraclemangle.com

Health check

curl "https://api.oraclemangle.com/health"

Check account access

curl -H "X-API-Key: YOUR_KEY" \
  "https://api.oraclemangle.com/v1/stats"

Score a question

curl -H "X-API-Key: YOUR_KEY" \
  "https://api.oraclemangle.com/v1/score?question=Did%20the%20company%20make%20a%20significant%20AI%20announcement"

Python routing example

import requests

API_KEY = "YOUR_KEY"
RISK_THRESHOLD = 0.25

resp = requests.get(
    "https://api.oraclemangle.com/v1/score",
    headers={"X-API-Key": API_KEY},
    params={"question": "Did the supplier materially breach the SLA this quarter?"},
    timeout=20,
)
resp.raise_for_status()
signal = resp.json()

if signal["dispute_risk"] > RISK_THRESHOLD:
    queue_manual_review()
else:
    continue_workflow()

Questions, billing changes, and key rotation requests: [email protected].