Triple

T165982
Position Surface form Disambiguated ID Type / Status
Subject Wi‑Fi Alliance E3015 entity
Predicate developsProgram P3324 FINISHED
Object 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.
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 QoS Management | Statement: [Wi‑Fi Alliance, developsProgram, Wi‑Fi CERTIFIED QoS Management]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Wi‑Fi CERTIFIED QoS Management
Context triple: [Wi‑Fi Alliance, developsProgram, Wi‑Fi CERTIFIED QoS Management]
  • A. IEEE 802.1Qdm resource management standard
    The IEEE 802.1Qdm resource management standard is an IEEE 802.1 Time-Sensitive Networking (TSN) specification that defines mechanisms for managing and allocating network resources to ensure predictable, reliable performance in bridged and time-sensitive Ethernet networks.
  • B. IEEE 802.1Qci per‑stream filtering and policing standard
    The IEEE 802.1Qci per‑stream filtering and policing standard defines mechanisms for fine-grained traffic control in bridged and time-sensitive networks, enabling per-stream filtering, policing, and protection against misbehaving or malicious traffic.
  • C. IEEE 802.1Qat stream reservation protocol standard
    The IEEE 802.1Qat stream reservation protocol standard defines mechanisms for reserving network resources to support time-sensitive audio and video streams with guaranteed quality of service over Ethernet networks.
  • D. IEEE 802.1Qav forwarding and queuing for time‑sensitive streams standard
    The IEEE 802.1Qav forwarding and queuing for time‑sensitive streams standard defines mechanisms for prioritized traffic shaping and scheduling in Ethernet networks to support low-latency, time-critical data delivery.
  • E. IEEE 802.1Qdv TSN for cloud computing standard
    The IEEE 802.1Qdv TSN for cloud computing standard is a Time-Sensitive Networking specification that extends Ethernet capabilities to provide deterministic, low-latency, and reliable connectivity for cloud-based and virtualized environments.
  • 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 QoS Management
Triple: [Wi‑Fi Alliance, developsProgram, Wi‑Fi CERTIFIED QoS Management]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Wi‑Fi CERTIFIED QoS Management
Target entity description: 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.
  • A. IEEE 802.1Qdm resource management standard
    The IEEE 802.1Qdm resource management standard is an IEEE 802.1 Time-Sensitive Networking (TSN) specification that defines mechanisms for managing and allocating network resources to ensure predictable, reliable performance in bridged and time-sensitive Ethernet networks.
  • B. IEEE 802.1Qci per‑stream filtering and policing standard
    The IEEE 802.1Qci per‑stream filtering and policing standard defines mechanisms for fine-grained traffic control in bridged and time-sensitive networks, enabling per-stream filtering, policing, and protection against misbehaving or malicious traffic.
  • C. IEEE 802.1Qat stream reservation protocol standard
    The IEEE 802.1Qat stream reservation protocol standard defines mechanisms for reserving network resources to support time-sensitive audio and video streams with guaranteed quality of service over Ethernet networks.
  • D. IEEE 802.1Qav forwarding and queuing for time‑sensitive streams standard
    The IEEE 802.1Qav forwarding and queuing for time‑sensitive streams standard defines mechanisms for prioritized traffic shaping and scheduling in Ethernet networks to support low-latency, time-critical data delivery.
  • E. IEEE 802.1Qdv TSN for cloud computing standard
    The IEEE 802.1Qdv TSN for cloud computing standard is a Time-Sensitive Networking specification that extends Ethernet capabilities to provide deterministic, low-latency, and reliable connectivity for cloud-based and virtualized environments.
  • F. None of above. chosen

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_69a2524ce1e48190ab066bf72859f474 completed Feb. 28, 2026, 2:26 a.m.
NER Named-entity recognition batch_69a25bae79b48190abfd247410e5918f completed Feb. 28, 2026, 3:06 a.m.
NED1 Entity disambiguation (via context triple) batch_69a2e0f6b8908190b4eec4a34e9447db completed Feb. 28, 2026, 12:35 p.m.
NEDg Description generation batch_69a2e159e06c81908ff90fa780904507 completed Feb. 28, 2026, 12:36 p.m.
NED2 Entity disambiguation (via description) batch_69a2e211746c8190807cacec282883f5 completed Feb. 28, 2026, 12:39 p.m.
Created at: Feb. 28, 2026, 2:34 a.m.