Triple

T1077423
Position Surface form Disambiguated ID Type / Status
Subject IMS E23869 entity
Predicate enables P273 FINISHED
Object VoWiFi
VoWiFi (Voice over Wi-Fi) is a technology that allows mobile voice calls and texts to be carried over Wi-Fi networks instead of traditional cellular networks, improving indoor coverage and call quality.
E123452 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: VoWiFi | Statement: [IMS, enables, VoWiFi]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: VoWiFi
Context triple: [IMS, enables, VoWiFi]
  • A. Wi‑Fi
    Wi‑Fi is a widely used wireless networking technology that allows devices to connect to the internet and communicate over local area networks using radio waves.
  • B. 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.
  • C. Wi‑Fi CERTIFIED Enhanced Open
    Wi‑Fi CERTIFIED Enhanced Open is a Wi‑Fi Alliance security certification that provides encryption for open wireless networks without requiring user authentication, improving privacy on public hotspots.
  • D. 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.
  • E. 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.
  • 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: VoWiFi
Triple: [IMS, enables, VoWiFi]
Generated description
VoWiFi (Voice over Wi-Fi) is a technology that allows mobile voice calls and texts to be carried over Wi-Fi networks instead of traditional cellular networks, improving indoor coverage and call quality.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: VoWiFi
Target entity description: VoWiFi (Voice over Wi-Fi) is a technology that allows mobile voice calls and texts to be carried over Wi-Fi networks instead of traditional cellular networks, improving indoor coverage and call quality.
  • A. Wi‑Fi
    Wi‑Fi is a widely used wireless networking technology that allows devices to connect to the internet and communicate over local area networks using radio waves.
  • B. 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.
  • C. Wi‑Fi CERTIFIED Enhanced Open
    Wi‑Fi CERTIFIED Enhanced Open is a Wi‑Fi Alliance security certification that provides encryption for open wireless networks without requiring user authentication, improving privacy on public hotspots.
  • D. 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.
  • E. 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.
  • 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_69a493f1ddf48190a99d54b00e99f8ce completed March 1, 2026, 7:30 p.m.
NER Named-entity recognition batch_69a4b94288d88190aae4fb86236c0702 completed March 1, 2026, 10:10 p.m.
NED1 Entity disambiguation (via context triple) batch_69ac42abc7a08190a34f5b2d393db30e completed March 7, 2026, 3:22 p.m.
NEDg Description generation batch_69ac4336328481908aba0260c6504a1a completed March 7, 2026, 3:24 p.m.
NED2 Entity disambiguation (via description) batch_69ac43b578d48190af1478c9f6c8f712 completed March 7, 2026, 3:26 p.m.
Created at: March 1, 2026, 7:42 p.m.