WORKSPACE / REVIEWED EVIDENCE
Retrieval comparison
bm25-body → bm25-heading_context
One controlled retrieval comparison · 12 questions · 10 answerable · k=2
60% → 90%
Evidence sufficiency improved from 60% to 90%.
Baseline versus intervention
Success means every required evidence ID appeared within the recorded retrieval depth.
Baseline · bm25-body
60%
6 / 10 answerable questions sufficient
Strategy: BM25 · Representation: body · k=2
Index time: 113.0 ms (secondary run metadata)
Intervention · bm25-heading_context
90%
9 / 10 answerable questions sufficient
Strategy: BM25 · Representation: heading context · k=2
Index time: 0.9 ms (secondary run metadata)
+30.0 percentage points in evidence sufficiency
Change analysis
Review regressions first, then unresolved failures. Stable successes are grouped later.
2 N/A cases are excluded from the answerable success-rate denominator.
Diagnostic notes
Observed pattern and next experiment
Observed facts
3 failed queries passed after the intervention with no regressions.
Diagnostic interpretation
Observed pattern: Missing structural context in the baseline representation
Recommended next experiment: Repeat on a frozen slice of your own corpus and inspect every changed rank.
Confidence: medium
Limitation: This rule identifies correlation in a small labeled comparison, not universal causation.
Regressions
No questions in this group.
Unresolved failures
DEV-04 How does the pairing reset for Orion DeskHub firmware 4.1 differ in duration from version 4.2? Fail → Fail Split: dev Fail · Insufficient evidence Coverage: 0% → 50% First relevant rank: N/A → 2
Required evidence gained: E-ORION-41-RESET
Required evidence lost: None
Still missing: E-ORION-42-RESET
Baseline
Fail · Insufficient evidence
- Evidence coverage
- 0%
- First relevant rank
- N/A
- Reciprocal rank
- 0.000
- Precision@k
- 0.000
- Retrieved hits
- 2
Required evidence: E-ORION-41-RESET, E-ORION-42-RESET
Found required evidence: None
Missing required evidence: E-ORION-41-RESET, E-ORION-42-RESET
Ranked evidence
-
#1 · SEC-MIGRATION-RESET-COMPARISON
Teams moving from Orion DeskHub firmware 4.2 to Atlas Dock firmware 4.2 should not assume that the pairing-reset workflows are identical. Use the procedure in the manual for the installed device and version.
-
#2 · SEC-LYRA-30-GUEST
On the Lyra Travel Router running firmware 3.0, select Guest Network, choose Reset Access Code, and confirm the prompt. Connected guest devices are disconnected.
Intervention
Fail · Insufficient evidence
- Evidence coverage
- 50%
- First relevant rank
- 2
- Reciprocal rank
- 0.500
- Precision@k
- 0.500
- Retrieved hits
- 2
Required evidence: E-ORION-41-RESET, E-ORION-42-RESET
Found required evidence: E-ORION-41-RESET
Missing required evidence: E-ORION-42-RESET
Ranked evidence
-
#1 · SEC-MIGRATION-RESET-COMPARISON
Controller Migration Notes > Comparing reset workflows Teams moving from Orion DeskHub firmware 4.2 to Atlas Dock firmware 4.2 should not assume that the pairing-reset workflows are identical. Use the procedure in the manual for the instal
-
#2 · SEC-ORION-41-RESET
Orion DeskHub > Firmware 4.1 > Pairing reset Hold the side button for five seconds. Release it when the status ring flashes blue once. This procedure clears the current controller pairing.
Improvements
DEV-01 How long should I hold the button to reset pairing on Orion DeskHub firmware 4.2? Fail → Pass Split: dev Pass · Sufficient evidence Coverage: 0% → 100% First relevant rank: N/A → 1
Required evidence gained: E-ORION-42-RESET
Required evidence lost: None
Still missing: None
Baseline
Fail · Insufficient evidence
- Evidence coverage
- 0%
- First relevant rank
- N/A
- Reciprocal rank
- 0.000
- Precision@k
- 0.000
- Retrieved hits
- 2
Required evidence: E-ORION-42-RESET
Found required evidence: None
Missing required evidence: E-ORION-42-RESET
Ranked evidence
-
#1 · SEC-MIGRATION-RESET-COMPARISON
Teams moving from Orion DeskHub firmware 4.2 to Atlas Dock firmware 4.2 should not assume that the pairing-reset workflows are identical. Use the procedure in the manual for the installed device and version.
-
#2 · SEC-LYRA-30-GUEST
On the Lyra Travel Router running firmware 3.0, select Guest Network, choose Reset Access Code, and confirm the prompt. Connected guest devices are disconnected.
Intervention
Pass · Sufficient evidence
- Evidence coverage
- 100%
- First relevant rank
- 1
- Reciprocal rank
- 1.000
- Precision@k
- 0.500
- Retrieved hits
- 2
Required evidence: E-ORION-42-RESET
Found required evidence: E-ORION-42-RESET
Missing required evidence: None
Ranked evidence
-
#1 · SEC-ORION-42-RESET
Orion DeskHub > Firmware 4.2 > Pairing reset If the hub remains paired to an unavailable controller, hold the side button for eight seconds. Release it after the status ring flashes amber twice. The saved network settings remain unchanged.
-
#2 · SEC-MIGRATION-RESET-COMPARISON
Controller Migration Notes > Comparing reset workflows Teams moving from Orion DeskHub firmware 4.2 to Atlas Dock firmware 4.2 should not assume that the pairing-reset workflows are identical. Use the procedure in the manual for the instal
DEV-03 What should I do after an interrupted update on Orion DeskHub firmware 4.2? Fail → Pass Split: dev Pass · Sufficient evidence Coverage: 0% → 100% First relevant rank: N/A → 2
Required evidence gained: E-ORION-42-RECOVERY
Required evidence lost: None
Still missing: None
Baseline
Fail · Insufficient evidence
- Evidence coverage
- 0%
- First relevant rank
- N/A
- Reciprocal rank
- 0.000
- Precision@k
- 0.000
- Retrieved hits
- 2
Required evidence: E-ORION-42-RECOVERY
Found required evidence: None
Missing required evidence: E-ORION-42-RECOVERY
Ranked evidence
-
#1 · SEC-MIGRATION-RESET-COMPARISON
Teams moving from Orion DeskHub firmware 4.2 to Atlas Dock firmware 4.2 should not assume that the pairing-reset workflows are identical. Use the procedure in the manual for the installed device and version.
-
#2 · SEC-ORION-42-RESET
If the hub remains paired to an unavailable controller, hold the side button for eight seconds. Release it after the status ring flashes amber twice. The saved network settings remain unchanged.
Intervention
Pass · Sufficient evidence
- Evidence coverage
- 100%
- First relevant rank
- 2
- Reciprocal rank
- 0.500
- Precision@k
- 0.500
- Retrieved hits
- 2
Required evidence: E-ORION-42-RECOVERY
Found required evidence: E-ORION-42-RECOVERY
Missing required evidence: None
Ranked evidence
-
#1 · SEC-ORION-42-RESET
Orion DeskHub > Firmware 4.2 > Pairing reset If the hub remains paired to an unavailable controller, hold the side button for eight seconds. Release it after the status ring flashes amber twice. The saved network settings remain unchanged.
-
#2 · SEC-ORION-42-RECOVERY
Orion DeskHub > Firmware 4.2 > Interrupted update recovery Disconnect power for twenty seconds, reconnect the adapter, and wait until the status ring becomes steady white before reopening the control application.
HOLD-04 What indicates that the Atlas Dock 4.2 pairing reset can be released? Fail → Pass Split: heldout Pass · Sufficient evidence Coverage: 0% → 100% First relevant rank: N/A → 2
Required evidence gained: E-ATLAS-42-RESET
Required evidence lost: None
Still missing: None
Baseline
Fail · Insufficient evidence
- Evidence coverage
- 0%
- First relevant rank
- N/A
- Reciprocal rank
- 0.000
- Precision@k
- 0.000
- Retrieved hits
- 2
Required evidence: E-ATLAS-42-RESET
Found required evidence: None
Missing required evidence: E-ATLAS-42-RESET
Ranked evidence
-
#1 · SEC-MIGRATION-RESET-COMPARISON
Teams moving from Orion DeskHub firmware 4.2 to Atlas Dock firmware 4.2 should not assume that the pairing-reset workflows are identical. Use the procedure in the manual for the installed device and version.
-
#2 · SEC-ORION-41-RESET
Hold the side button for five seconds. Release it when the status ring flashes blue once. This procedure clears the current controller pairing.
Intervention
Pass · Sufficient evidence
- Evidence coverage
- 100%
- First relevant rank
- 2
- Reciprocal rank
- 0.500
- Precision@k
- 0.500
- Retrieved hits
- 2
Required evidence: E-ATLAS-42-RESET
Found required evidence: E-ATLAS-42-RESET
Missing required evidence: None
Ranked evidence
-
#1 · SEC-MIGRATION-RESET-COMPARISON
Controller Migration Notes > Comparing reset workflows Teams moving from Orion DeskHub firmware 4.2 to Atlas Dock firmware 4.2 should not assume that the pairing-reset workflows are identical. Use the procedure in the manual for the instal
-
#2 · SEC-ATLAS-42-RESET
Atlas Dock > Firmware 4.2 > Pairing reset Press the recessed rear switch for three seconds, then release it when the two port indicators blink together. Existing display preferences are retained.
Stable results
DEV-02 What status-ring signal tells me to release the button during an Orion DeskHub 4.2 pairing reset? Pass → Pass Split: dev Pass · Sufficient evidence Coverage: 100% → 100% First relevant rank: 2 → 1
Required evidence gained: None
Required evidence lost: None
Still missing: None
Baseline
Pass · Sufficient evidence
- Evidence coverage
- 100%
- First relevant rank
- 2
- Reciprocal rank
- 0.500
- Precision@k
- 0.500
- Retrieved hits
- 2
Required evidence: E-ORION-42-RESET
Found required evidence: E-ORION-42-RESET
Missing required evidence: None
Ranked evidence
-
#1 · SEC-MIGRATION-RESET-COMPARISON
Teams moving from Orion DeskHub firmware 4.2 to Atlas Dock firmware 4.2 should not assume that the pairing-reset workflows are identical. Use the procedure in the manual for the installed device and version.
-
#2 · SEC-ORION-42-RESET
If the hub remains paired to an unavailable controller, hold the side button for eight seconds. Release it after the status ring flashes amber twice. The saved network settings remain unchanged.
Intervention
Pass · Sufficient evidence
- Evidence coverage
- 100%
- First relevant rank
- 1
- Reciprocal rank
- 1.000
- Precision@k
- 0.500
- Retrieved hits
- 2
Required evidence: E-ORION-42-RESET
Found required evidence: E-ORION-42-RESET
Missing required evidence: None
Ranked evidence
-
#1 · SEC-ORION-42-RESET
Orion DeskHub > Firmware 4.2 > Pairing reset If the hub remains paired to an unavailable controller, hold the side button for eight seconds. Release it after the status ring flashes amber twice. The saved network settings remain unchanged.
-
#2 · SEC-ORION-41-RESET
Orion DeskHub > Firmware 4.1 > Pairing reset Hold the side button for five seconds. Release it when the status ring flashes blue once. This procedure clears the current controller pairing.
DEV-05 How do I reset the guest access code on Lyra Travel Router firmware 3.0? Pass → Pass Split: dev Pass · Sufficient evidence Coverage: 100% → 100% First relevant rank: 1 → 1
Required evidence gained: None
Required evidence lost: None
Still missing: None
Baseline
Pass · Sufficient evidence
- Evidence coverage
- 100%
- First relevant rank
- 1
- Reciprocal rank
- 1.000
- Precision@k
- 0.500
- Retrieved hits
- 2
Required evidence: E-LYRA-30-GUEST
Found required evidence: E-LYRA-30-GUEST
Missing required evidence: None
Ranked evidence
-
#1 · SEC-LYRA-30-GUEST
On the Lyra Travel Router running firmware 3.0, select Guest Network, choose Reset Access Code, and confirm the prompt. Connected guest devices are disconnected.
-
#2 · SEC-MIGRATION-RESET-COMPARISON
Teams moving from Orion DeskHub firmware 4.2 to Atlas Dock firmware 4.2 should not assume that the pairing-reset workflows are identical. Use the procedure in the manual for the installed device and version.
Intervention
Pass · Sufficient evidence
- Evidence coverage
- 100%
- First relevant rank
- 1
- Reciprocal rank
- 1.000
- Precision@k
- 0.500
- Retrieved hits
- 2
Required evidence: E-LYRA-30-GUEST
Found required evidence: E-LYRA-30-GUEST
Missing required evidence: None
Ranked evidence
-
#1 · SEC-LYRA-30-GUEST
Lyra Travel Router > Firmware 3.0 > Guest network reset On the Lyra Travel Router running firmware 3.0, select Guest Network, choose Reset Access Code, and confirm the prompt. Connected guest devices are disconnected.
-
#2 · SEC-NOVA-20-CALIBRATION
Nova Room Sensor > Firmware 2.0 > Manual calibration Keep the sensor on a level surface and hold both arrow buttons for twelve seconds. Calibration is complete when the display shows a solid square.
HOLD-01 Will an Orion DeskHub 4.2 pairing reset erase saved network settings? Pass → Pass Split: heldout Pass · Sufficient evidence Coverage: 100% → 100% First relevant rank: 1 → 1
Required evidence gained: None
Required evidence lost: None
Still missing: None
Baseline
Pass · Sufficient evidence
- Evidence coverage
- 100%
- First relevant rank
- 1
- Reciprocal rank
- 1.000
- Precision@k
- 0.500
- Retrieved hits
- 2
Required evidence: E-ORION-42-RESET
Found required evidence: E-ORION-42-RESET
Missing required evidence: None
Ranked evidence
-
#1 · SEC-ORION-42-RESET
If the hub remains paired to an unavailable controller, hold the side button for eight seconds. Release it after the status ring flashes amber twice. The saved network settings remain unchanged.
-
#2 · SEC-MIGRATION-RESET-COMPARISON
Teams moving from Orion DeskHub firmware 4.2 to Atlas Dock firmware 4.2 should not assume that the pairing-reset workflows are identical. Use the procedure in the manual for the installed device and version.
Intervention
Pass · Sufficient evidence
- Evidence coverage
- 100%
- First relevant rank
- 1
- Reciprocal rank
- 1.000
- Precision@k
- 0.500
- Retrieved hits
- 2
Required evidence: E-ORION-42-RESET
Found required evidence: E-ORION-42-RESET
Missing required evidence: None
Ranked evidence
-
#1 · SEC-ORION-42-RESET
Orion DeskHub > Firmware 4.2 > Pairing reset If the hub remains paired to an unavailable controller, hold the side button for eight seconds. Release it after the status ring flashes amber twice. The saved network settings remain unchanged.
-
#2 · SEC-ORION-41-RESET
Orion DeskHub > Firmware 4.1 > Pairing reset Hold the side button for five seconds. Release it when the status ring flashes blue once. This procedure clears the current controller pairing.
HOLD-02 What light appears after completing recovery on Orion DeskHub firmware 4.1? Pass → Pass Split: heldout Pass · Sufficient evidence Coverage: 100% → 100% First relevant rank: 2 → 1
Required evidence gained: None
Required evidence lost: None
Still missing: None
Baseline
Pass · Sufficient evidence
- Evidence coverage
- 100%
- First relevant rank
- 2
- Reciprocal rank
- 0.500
- Precision@k
- 0.500
- Retrieved hits
- 2
Required evidence: E-ORION-41-RECOVERY
Found required evidence: E-ORION-41-RECOVERY
Missing required evidence: None
Ranked evidence
-
#1 · SEC-MIGRATION-RESET-COMPARISON
Teams moving from Orion DeskHub firmware 4.2 to Atlas Dock firmware 4.2 should not assume that the pairing-reset workflows are identical. Use the procedure in the manual for the installed device and version.
-
#2 · SEC-ORION-41-RECOVERY
Leave the adapter connected and hold the rear recovery switch for three seconds. The status ring turns white when recovery is complete.
Intervention
Pass · Sufficient evidence
- Evidence coverage
- 100%
- First relevant rank
- 1
- Reciprocal rank
- 1.000
- Precision@k
- 0.500
- Retrieved hits
- 2
Required evidence: E-ORION-41-RECOVERY
Found required evidence: E-ORION-41-RECOVERY
Missing required evidence: None
Ranked evidence
-
#1 · SEC-ORION-41-RECOVERY
Orion DeskHub > Firmware 4.1 > Interrupted update recovery Leave the adapter connected and hold the rear recovery switch for three seconds. The status ring turns white when recovery is complete.
-
#2 · SEC-ORION-42-RESET
Orion DeskHub > Firmware 4.2 > Pairing reset If the hub remains paired to an unavailable controller, hold the side button for eight seconds. Release it after the status ring flashes amber twice. The saved network settings remain unchanged.
HOLD-03 How long must both arrow buttons be held to calibrate Nova Room Sensor firmware 2.0? Pass → Pass Split: heldout Pass · Sufficient evidence Coverage: 100% → 100% First relevant rank: 1 → 1
Required evidence gained: None
Required evidence lost: None
Still missing: None
Baseline
Pass · Sufficient evidence
- Evidence coverage
- 100%
- First relevant rank
- 1
- Reciprocal rank
- 1.000
- Precision@k
- 0.500
- Retrieved hits
- 2
Required evidence: E-NOVA-20-CALIBRATION
Found required evidence: E-NOVA-20-CALIBRATION
Missing required evidence: None
Ranked evidence
-
#1 · SEC-NOVA-20-CALIBRATION
Keep the sensor on a level surface and hold both arrow buttons for twelve seconds. Calibration is complete when the display shows a solid square.
-
#2 · SEC-MIGRATION-RESET-COMPARISON
Teams moving from Orion DeskHub firmware 4.2 to Atlas Dock firmware 4.2 should not assume that the pairing-reset workflows are identical. Use the procedure in the manual for the installed device and version.
Intervention
Pass · Sufficient evidence
- Evidence coverage
- 100%
- First relevant rank
- 1
- Reciprocal rank
- 1.000
- Precision@k
- 0.500
- Retrieved hits
- 2
Required evidence: E-NOVA-20-CALIBRATION
Found required evidence: E-NOVA-20-CALIBRATION
Missing required evidence: None
Ranked evidence
-
#1 · SEC-NOVA-20-CALIBRATION
Nova Room Sensor > Firmware 2.0 > Manual calibration Keep the sensor on a level surface and hold both arrow buttons for twelve seconds. Calibration is complete when the display shows a solid square.
-
#2 · SEC-ORION-42-RESET
Orion DeskHub > Firmware 4.2 > Pairing reset If the hub remains paired to an unavailable controller, hold the side button for eight seconds. Release it after the status ring flashes amber twice. The saved network settings remain unchanged.
HOLD-05 Does the Lyra Travel Router 3.0 guest reset disconnect current guest devices? Pass → Pass Split: heldout Pass · Sufficient evidence Coverage: 100% → 100% First relevant rank: 1 → 1
Required evidence gained: None
Required evidence lost: None
Still missing: None
Baseline
Pass · Sufficient evidence
- Evidence coverage
- 100%
- First relevant rank
- 1
- Reciprocal rank
- 1.000
- Precision@k
- 0.500
- Retrieved hits
- 2
Required evidence: E-LYRA-30-GUEST
Found required evidence: E-LYRA-30-GUEST
Missing required evidence: None
Ranked evidence
-
#1 · SEC-LYRA-30-GUEST
On the Lyra Travel Router running firmware 3.0, select Guest Network, choose Reset Access Code, and confirm the prompt. Connected guest devices are disconnected.
-
#2 · SEC-ORION-42-RECOVERY
Disconnect power for twenty seconds, reconnect the adapter, and wait until the status ring becomes steady white before reopening the control application.
Intervention
Pass · Sufficient evidence
- Evidence coverage
- 100%
- First relevant rank
- 1
- Reciprocal rank
- 1.000
- Precision@k
- 0.500
- Retrieved hits
- 2
Required evidence: E-LYRA-30-GUEST
Found required evidence: E-LYRA-30-GUEST
Missing required evidence: None
Ranked evidence
-
#1 · SEC-LYRA-30-GUEST
Lyra Travel Router > Firmware 3.0 > Guest network reset On the Lyra Travel Router running firmware 3.0, select Guest Network, choose Reset Access Code, and confirm the prompt. Connected guest devices are disconnected.
-
#2 · SEC-ORION-41-RESET
Orion DeskHub > Firmware 4.1 > Pairing reset Hold the side button for five seconds. Release it when the status ring flashes blue once. This procedure clears the current controller pairing.
Unanswerable / N/A cases
DEV-06 Does Orion DeskHub firmware 4.2 support Wi-Fi 7? Not applicable Split: dev N/A · Unanswerable Coverage: N/A → N/A First relevant rank: N/A → N/A
Required evidence gained: None
Required evidence lost: None
Still missing: None
Baseline
N/A · Unanswerable
- Evidence coverage
- N/A
- First relevant rank
- N/A
- Reciprocal rank
- N/A
- Precision@k
- N/A
- Retrieved hits
- 2
Required evidence: None
Found required evidence: None
Missing required evidence: None
Ranked evidence
-
#1 · SEC-MIGRATION-RESET-COMPARISON
Teams moving from Orion DeskHub firmware 4.2 to Atlas Dock firmware 4.2 should not assume that the pairing-reset workflows are identical. Use the procedure in the manual for the installed device and version.
-
#2 · SEC-LYRA-30-GUEST
On the Lyra Travel Router running firmware 3.0, select Guest Network, choose Reset Access Code, and confirm the prompt. Connected guest devices are disconnected.
Intervention
N/A · Unanswerable
- Evidence coverage
- N/A
- First relevant rank
- N/A
- Reciprocal rank
- N/A
- Precision@k
- N/A
- Retrieved hits
- 2
Required evidence: None
Found required evidence: None
Missing required evidence: None
Ranked evidence
-
#1 · SEC-MIGRATION-RESET-COMPARISON
Controller Migration Notes > Comparing reset workflows Teams moving from Orion DeskHub firmware 4.2 to Atlas Dock firmware 4.2 should not assume that the pairing-reset workflows are identical. Use the procedure in the manual for the instal
-
#2 · SEC-ORION-42-RECOVERY
Orion DeskHub > Firmware 4.2 > Interrupted update recovery Disconnect power for twenty seconds, reconnect the adapter, and wait until the status ring becomes steady white before reopening the control application.
HOLD-06 What is the warranty period for Atlas Dock firmware 4.2? Not applicable Split: heldout N/A · Unanswerable Coverage: N/A → N/A First relevant rank: N/A → N/A
Required evidence gained: None
Required evidence lost: None
Still missing: None
Baseline
N/A · Unanswerable
- Evidence coverage
- N/A
- First relevant rank
- N/A
- Reciprocal rank
- N/A
- Precision@k
- N/A
- Retrieved hits
- 2
Required evidence: None
Found required evidence: None
Missing required evidence: None
Ranked evidence
-
#1 · SEC-MIGRATION-RESET-COMPARISON
Teams moving from Orion DeskHub firmware 4.2 to Atlas Dock firmware 4.2 should not assume that the pairing-reset workflows are identical. Use the procedure in the manual for the installed device and version.
-
#2 · SEC-ORION-41-RECOVERY
Leave the adapter connected and hold the rear recovery switch for three seconds. The status ring turns white when recovery is complete.
Intervention
N/A · Unanswerable
- Evidence coverage
- N/A
- First relevant rank
- N/A
- Reciprocal rank
- N/A
- Precision@k
- N/A
- Retrieved hits
- 2
Required evidence: None
Found required evidence: None
Missing required evidence: None
Ranked evidence
-
#1 · SEC-ATLAS-42-RESET
Atlas Dock > Firmware 4.2 > Pairing reset Press the recessed rear switch for three seconds, then release it when the two port indicators blink together. Existing display preferences are retained.
-
#2 · SEC-MIGRATION-RESET-COMPARISON
Controller Migration Notes > Comparing reset workflows Teams moving from Orion DeskHub firmware 4.2 to Atlas Dock firmware 4.2 should not assume that the pairing-reset workflows are identical. Use the procedure in the manual for the instal
Reproducibility
Keep the same reviewed dataset and retrieval depth when comparing runs. Run identifiers and configuration refer to the recorded artifacts.
Run identifiers, hashes and resolved configuration
Limitations
- Conclusions apply to the provided corpus and reviewed question set.
- Retrieval evaluation does not prove generated-answer correctness.
- Results apply to the recorded strategy, representation, dataset and k.
This report evaluates retrieved evidence; it does not establish causation or generated-answer correctness. Source previews can contain confidential content. Review before sharing.
Printing includes every question and ranked evidence item, including closed disclosures. Navigation is omitted. Use this complete view when exporting to PDF.