Triple
T970867
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Wi‑Fi CERTIFIED QoS Management |
E20940
|
entity |
| Predicate | relatedTo |
P37
|
FINISHED |
| Object |
Wi‑Fi CERTIFIED Multimedia (WMM)
Wi‑Fi CERTIFIED Multimedia (WMM) is a Wi‑Fi Alliance certification that prioritizes and manages wireless network traffic to improve the performance of latency-sensitive applications like voice, video, and gaming.
|
E20940
|
NE FINISHED |
How this triple was built (4 steps)
Every LLM step that produced this triple, in pipeline order — named-entity classification, the disambiguation choices (the exact options shown, with the pick highlighted), and the generated description. The batch + timestamp of each is in the Provenance table below.
NER
Named-entity recognition
gpt-5-mini
Instruction
Given a phrase, classify it is english named entity (e.g., persons, organizations, works of art) in Latin script, or not (e.g., literals, dates, URLs, verbose phrases). For disambiguation, the statement where the phrase occurs as object is also given. Please return a JSON object with `phrase` (string, the phrase being analyzed) and `is_ne` (boolean, indicating whether the phrase is a Named Entity).
Input
Phrase: Wi‑Fi CERTIFIED Multimedia (WMM) | Statement: [Wi‑Fi CERTIFIED QoS Management, relatedTo, Wi‑Fi CERTIFIED Multimedia (WMM)]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Wi‑Fi CERTIFIED Multimedia (WMM) Context triple: [Wi‑Fi CERTIFIED QoS Management, relatedTo, Wi‑Fi CERTIFIED Multimedia (WMM)]
-
A.
Wi‑Fi CERTIFIED QoS Management
Wi‑Fi CERTIFIED QoS Management is a Wi‑Fi Alliance certification program that ensures reliable quality of service for prioritizing and managing different types of network traffic over Wi‑Fi.
-
B.
Wi‑Fi CERTIFIED Agile Multiband
Wi‑Fi CERTIFIED Agile Multiband is a Wi‑Fi Alliance certification program that ensures devices can intelligently and efficiently steer traffic across multiple bands and access points to optimize wireless performance and reliability.
-
C.
Wi‑Fi Alliance
The Wi‑Fi Alliance is a global non-profit industry association that develops Wi‑Fi standards, certifies wireless products for interoperability, and promotes Wi‑Fi technology worldwide.
-
D.
Wi‑Fi CERTIFIED 7
Wi‑Fi CERTIFIED 7 is the Wi‑Fi Alliance’s certification program for devices implementing the Wi‑Fi 7 (IEEE 802.11be) standard, ensuring interoperability, performance, and security across compliant products.
-
E.
Wi‑Fi CERTIFIED WPA3
Wi‑Fi CERTIFIED WPA3 is the Wi‑Fi Alliance’s latest security certification program that defines stronger encryption, improved authentication, and enhanced protections for modern wireless networks.
- F. None of above. chosen
- G. Unsure - the case is ambiguous/there is not enough information to decide.
NEDg
Description generation
gpt-5.1
Instruction
Generate a one-sentence description of the target entity. You are given a context triple in the form (subject, predicate, object), where the object is the target entity. # Instructions Use the triple to infer relevant information about the entity. Describe the entity based on what is most defining, well-known. Avoid repeating the information from the triple, unless really essential. # Response Format Return only the sentence: "Description: [one-sentence description of the target entity]"
Input
Entity: Wi‑Fi CERTIFIED Multimedia (WMM) Triple: [Wi‑Fi CERTIFIED QoS Management, relatedTo, Wi‑Fi CERTIFIED Multimedia (WMM)]
Generated description
Wi‑Fi CERTIFIED Multimedia (WMM) is a Wi‑Fi Alliance certification that prioritizes and manages wireless network traffic to improve the performance of latency-sensitive applications like voice, video, and gaming.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Wi‑Fi CERTIFIED Multimedia (WMM) Target entity description: Wi‑Fi CERTIFIED Multimedia (WMM) is a Wi‑Fi Alliance certification that prioritizes and manages wireless network traffic to improve the performance of latency-sensitive applications like voice, video, and gaming.
-
A.
Wi‑Fi CERTIFIED QoS Management
chosen
Wi‑Fi CERTIFIED QoS Management is a Wi‑Fi Alliance certification program that ensures reliable quality of service for prioritizing and managing different types of network traffic over Wi‑Fi.
-
B.
Wi‑Fi CERTIFIED Agile Multiband
Wi‑Fi CERTIFIED Agile Multiband is a Wi‑Fi Alliance certification program that ensures devices can intelligently and efficiently steer traffic across multiple bands and access points to optimize wireless performance and reliability.
-
C.
Wi‑Fi Alliance
The Wi‑Fi Alliance is a global non-profit industry association that develops Wi‑Fi standards, certifies wireless products for interoperability, and promotes Wi‑Fi technology worldwide.
-
D.
Wi‑Fi CERTIFIED 7
Wi‑Fi CERTIFIED 7 is the Wi‑Fi Alliance’s certification program for devices implementing the Wi‑Fi 7 (IEEE 802.11be) standard, ensuring interoperability, performance, and security across compliant products.
-
E.
Wi‑Fi CERTIFIED WPA3
Wi‑Fi CERTIFIED WPA3 is the Wi‑Fi Alliance’s latest security certification program that defines stronger encryption, improved authentication, and enhanced protections for modern wireless networks.
- F. None of above.
Provenance (5 batches)
The batch behind each pipeline step, in order, with when it ran. Timestamps are batch-level — stages were processed in waves, so the object chain (NER → NED1 → NEDg → NED2) reads in order, but predicate / elicitation batches can sit in a different wave.
| Step | Stage | Batch ID | Status | When |
|---|---|---|---|---|
| creating | Elicitation | batch_69a493b33d2c81909c52c369d3ca8436 |
completed | March 1, 2026, 7:29 p.m. |
| NER | Named-entity recognition | batch_69a4b44aa6088190a90c44a8f694ec41 |
completed | March 1, 2026, 9:48 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ac1707339081909c69c7c613eed383 |
completed | March 7, 2026, 12:16 p.m. |
| NEDg | Description generation | batch_69ac1841a6188190bca3ab98eb169d47 |
completed | March 7, 2026, 12:21 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69ac18afee148190ac7431327588c31b |
completed | March 7, 2026, 12:23 p.m. |
Created at: March 1, 2026, 7:40 p.m.