Triple

T165979

Position	Surface form	Disambiguated ID	Type / Status
Subject	Wi‑Fi Alliance	`E3015`	entity
Predicate	developsProgram	`P3324`	FINISHED
Object	Wi‑Fi CERTIFIED Vantage Wi‑Fi CERTIFIED Vantage is a Wi‑Fi Alliance certification program that enhances Wi‑Fi network performance, reliability, and user experience in dense and complex deployment environments such as large venues and public networks.	`E24329`	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 Vantage | Statement: [Wi‑Fi Alliance, developsProgram, Wi‑Fi CERTIFIED Vantage]

NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07

Target entity: Wi‑Fi CERTIFIED Vantage
Context triple: [Wi‑Fi Alliance, developsProgram, Wi‑Fi CERTIFIED Vantage]

A. 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.
B. Wi‑Fi CERTIFIED Easy Connect
Wi‑Fi CERTIFIED Easy Connect is a Wi‑Fi Alliance program that simplifies and secures the onboarding of devices to Wi‑Fi networks, particularly for IoT and display-less products.
C. 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.
D. Wi‑Fi CERTIFIED Passpoint
Wi‑Fi CERTIFIED Passpoint is a Wi‑Fi Alliance certification program that enables secure, seamless, and automatic Wi‑Fi network discovery and authentication, particularly for public and carrier Wi‑Fi hotspots.
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 Vantage
Triple: [Wi‑Fi Alliance, developsProgram, Wi‑Fi CERTIFIED Vantage]

Generated description

Wi‑Fi CERTIFIED Vantage is a Wi‑Fi Alliance certification program that enhances Wi‑Fi network performance, reliability, and user experience in dense and complex deployment environments such as large venues and public networks.

NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07

Target entity: Wi‑Fi CERTIFIED Vantage
Target entity description: Wi‑Fi CERTIFIED Vantage is a Wi‑Fi Alliance certification program that enhances Wi‑Fi network performance, reliability, and user experience in dense and complex deployment environments such as large venues and public networks.

A. 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.
B. Wi‑Fi CERTIFIED Easy Connect
Wi‑Fi CERTIFIED Easy Connect is a Wi‑Fi Alliance program that simplifies and secures the onboarding of devices to Wi‑Fi networks, particularly for IoT and display-less products.
C. 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.
D. Wi‑Fi CERTIFIED Passpoint
Wi‑Fi CERTIFIED Passpoint is a Wi‑Fi Alliance certification program that enables secure, seamless, and automatic Wi‑Fi network discovery and authentication, particularly for public and carrier Wi‑Fi hotspots.
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

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_69a30cc5130c81908346cf86a23a6285`	completed	Feb. 28, 2026, 3:41 p.m.
NEDg	Description generation	`batch_69a30d568260819094295ac1ce1b05d1`	completed	Feb. 28, 2026, 3:44 p.m.
NED2	Entity disambiguation (via description)	`batch_69a30da5f1e0819090e06fa7caff1767`	completed	Feb. 28, 2026, 3:45 p.m.

Created at: Feb. 28, 2026, 2:34 a.m.