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.