Triple

T1248853
Position Surface form Disambiguated ID Type / Status
Subject GPS E26827 entity
Predicate supportsApplication P15794 FINISHED
Object Vehicle Navigation Systems
Vehicle Navigation Systems are in-car electronic systems that use technologies like GPS to provide drivers with real-time route guidance, maps, and traffic information.
E141892 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: Vehicle Navigation Systems | Statement: [GPS, supportsApplication, Vehicle Navigation Systems]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Vehicle Navigation Systems
Context triple: [GPS, supportsApplication, Vehicle Navigation Systems]
  • A. Waze
    Waze is a community-driven GPS navigation app that provides real-time traffic updates, route guidance, and incident reports from its users.
  • B. Gee navigation system
    The Gee navigation system was an early British radio navigation aid used during World War II to help Allied aircraft determine their position and improve bombing accuracy.
  • C. Vehicle HAL
    Vehicle HAL is an abstraction layer in Android Automotive OS that standardizes access to a car’s hardware and vehicle-specific data for higher-level system components and apps.
  • D. Transport Focus
    Transport Focus is an independent watchdog organization in Great Britain that represents the interests of transport users, particularly rail, bus, and road passengers, by monitoring services and advocating for improvements.
  • E. Navigation Acts
    The Navigation Acts were a series of 17th-century English laws that regulated colonial trade to strengthen national shipping and ensure that commerce with the colonies benefited England.
  • 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: Vehicle Navigation Systems
Triple: [GPS, supportsApplication, Vehicle Navigation Systems]
Generated description
Vehicle Navigation Systems are in-car electronic systems that use technologies like GPS to provide drivers with real-time route guidance, maps, and traffic information.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Vehicle Navigation Systems
Target entity description: Vehicle Navigation Systems are in-car electronic systems that use technologies like GPS to provide drivers with real-time route guidance, maps, and traffic information.
  • A. Waze
    Waze is a community-driven GPS navigation app that provides real-time traffic updates, route guidance, and incident reports from its users.
  • B. Gee navigation system
    The Gee navigation system was an early British radio navigation aid used during World War II to help Allied aircraft determine their position and improve bombing accuracy.
  • C. Vehicle HAL
    Vehicle HAL is an abstraction layer in Android Automotive OS that standardizes access to a car’s hardware and vehicle-specific data for higher-level system components and apps.
  • D. Transport Focus
    Transport Focus is an independent watchdog organization in Great Britain that represents the interests of transport users, particularly rail, bus, and road passengers, by monitoring services and advocating for improvements.
  • E. Navigation Acts
    The Navigation Acts were a series of 17th-century English laws that regulated colonial trade to strengthen national shipping and ensure that commerce with the colonies benefited England.
  • 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_69a49487a9c48190ba9b05348fd1b53f completed March 1, 2026, 7:33 p.m.
NER Named-entity recognition batch_69a4bf827e088190a16d845cea14f2c9 completed March 1, 2026, 10:36 p.m.
NED1 Entity disambiguation (via context triple) batch_69ac8f7f59148190a9f1cbd4af8a115e completed March 7, 2026, 8:50 p.m.
NEDg Description generation batch_69ac8ff7ae0c81908ca8ace1f4159383 completed March 7, 2026, 8:52 p.m.
NED2 Entity disambiguation (via description) batch_69ac905e121c819093c9d960b53a45b7 completed March 7, 2026, 8:53 p.m.
Created at: March 1, 2026, 7:47 p.m.