Endpoint · inferenceGETot-intel-api.onrender.com /ot/xai/root-cause-localization ?top_k=5&window=%5B%7B%22sensor_id%22%3A%22LIT_301%22%2C%22values%22%3A%5B3.1%2C3.0%2C3.2%2C8.9%5D%7D%5D
Ranks which sensors most likely drove a reported anomaly by z-score deviation from each sensor baseline, given a caller-supplied telemetry window.
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Ranks which sensors most likely drove a reported anomaly by z-score deviation from each sensor baseline, given a caller-supplied telemetry window. Pass window=<JSON array, max 20>: [{sensor_id, values[], baseline_mean?, baseline_stddev?}], optional top_k (default 5), anomaly_event_id. Fully deterministic, no LLM, no trained model. Statistical approximation inspired by Oswal et al. 2025 kernel-SHAP/TCAE work — not a reimplementation of it.Overview
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UNRATED
0 of 30 paid calls toward a letter
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$0.15 per call
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https://ot-intel-api.onrender.com/ot/xai/root-cause-localization?top_k=5&window=%5B%7B%22sensor_id%22%3A%22LIT_301%22%2C%22values%22%3A%5B3.1%2C3.0%2C3.2%2C8.9%5D%7D%5D
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first 35 days ago · last 28 days ago
27 free handshakes
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Score, from free handshakes onlyweights 2026.09.1
UN
RATED
RATED
0.663 liveness verified, no letter
To a letter · 30 paid calls
0 of 30
Held down by latency p95 · gap to 1.000 is 0.337: 0.137 uncertain ? + 0.200 short ? · 0.137 to B
| Component | Weight | Measured | Lower bound ? | Adds | Short ? | Uncertain ? | |
|---|---|---|---|---|---|---|---|
| latency p95costs the most it answered as fast as its class |
0.20 | 0.00 | 0.000 | 0.000 | −0.200 | 0 | |
| liveness it answered at all |
0.60 | 1.00 | 0.772 | 0.463 | 0 | −0.137 | |
| price stability the price stayed where it was listed |
0.20 | 1.00 | 1.000 | 0.200 | 0 | 0 | |
| Composite | 1.00 | 0.663 | gap to 1.000 = 0.337 · 0.200 short · 0.137 uncertain | 0.663 | −0.200 | −0.137 |
Not measured: correctness · nobody paid; honesty · nobody paid; schema conformance · no answer had a published shape to check
The multiplication, written out
0.200 × 0.000 latency p95
+ 0.600 × 0.772 liveness
+ 0.200 × 1.000 price stability
= 0.663 → UNRATED: 27 of 30 paid calls weights 2026.09.1 · 27 samples · seed cap_01M1A5AD0G7QMCKD9AZ76YYJZP|2026-08-14T19:19:17.741Z|2026.09.1
Verify it yourself
npx teppi-check https://ot-intel-api.onrender.com/ot/xai/root-cause-localization?top_k=5&window=%5B%7B%22sensor_id%22%3A%22LIT_301%22%2C%22values%22%3A%5B3.1%2C3.0%2C3.2%2C8.9%5D%7D%5Dcurl -s https://api.teppi.xyz/v1/trust/cap_01M1A5AD0G7QMCKD9AZ76YYJZP