Triple

T5768445
Position Surface form Disambiguated ID Type / Status
Subject Continuity E127268 entity
Predicate includesFeature P182 FINISHED
Object Instant Hotspot
Instant Hotspot is an Apple Continuity feature that lets nearby Apple devices automatically use an iPhone or cellular iPad’s personal hotspot without requiring a manual password entry.
E544020 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: Instant Hotspot | Statement: [Continuity, includesFeature, Instant Hotspot]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Instant Hotspot
Context triple: [Continuity, includesFeature, Instant Hotspot]
  • A. Hotspot
    "Hotspot" is a 2020 synth-pop album by English duo Pet Shop Boys, noted for its reflective lyrics and production by Stuart Price.
  • B. Hotspot 2.0
    Hotspot 2.0 is a Wi‑Fi technology standard that enables seamless, secure, and automatic connection to wireless networks without the need for manual logins or captive portals.
  • C. 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.
  • D. 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.
  • E. Wi‑Fi Direct
    Wi‑Fi Direct is a wireless technology standard that allows devices to connect directly to each other without requiring a traditional Wi‑Fi network or router.
  • 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: Instant Hotspot
Triple: [Continuity, includesFeature, Instant Hotspot]
Generated description
Instant Hotspot is an Apple Continuity feature that lets nearby Apple devices automatically use an iPhone or cellular iPad’s personal hotspot without requiring a manual password entry.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Instant Hotspot
Target entity description: Instant Hotspot is an Apple Continuity feature that lets nearby Apple devices automatically use an iPhone or cellular iPad’s personal hotspot without requiring a manual password entry.
  • A. Hotspot
    "Hotspot" is a 2020 synth-pop album by English duo Pet Shop Boys, noted for its reflective lyrics and production by Stuart Price.
  • B. Hotspot 2.0
    Hotspot 2.0 is a Wi‑Fi technology standard that enables seamless, secure, and automatic connection to wireless networks without the need for manual logins or captive portals.
  • C. 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.
  • D. 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.
  • E. Wi‑Fi Direct
    Wi‑Fi Direct is a wireless technology standard that allows devices to connect directly to each other without requiring a traditional Wi‑Fi network or router.
  • 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_69c00834f6308190851b0abeddd8ed7e completed March 22, 2026, 3:18 p.m.
NER Named-entity recognition batch_69c02974ae2c8190aee5ee61fc69ad79 completed March 22, 2026, 5:40 p.m.
NED1 Entity disambiguation (via context triple) batch_69c07e61127c8190833e279403af6605 completed March 22, 2026, 11:42 p.m.
NEDg Description generation batch_69c08cc5c48481909c1ac21d586b3263 completed March 23, 2026, 12:43 a.m.
NED2 Entity disambiguation (via description) batch_69c08d42cac88190b6cd454e8c31a4ef completed March 23, 2026, 12:45 a.m.
Created at: March 22, 2026, 3:49 p.m.