Triple

T6172345
Position Surface form Disambiguated ID Type / Status
Subject Loopt E137731 entity
Predicate competitor P1375 FINISHED
Object Google Latitude
Google Latitude was a location-based service by Google that allowed users to share their real-time geographic location with friends via mobile devices and the web.
 E573757 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: Google Latitude | Statement: [Loopt, competitor, Google Latitude]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Google Latitude
Context triple: [Loopt, competitor, Google Latitude]
  • A. Google Maps
    Google Maps is a web-based mapping and navigation service by Google that provides detailed maps, real-time GPS navigation, traffic conditions, and location search worldwide.
  • B. Google Earth
    Google Earth is a virtual globe and mapping application that lets users explore detailed satellite imagery, 3D terrain, and geographic information for locations around the world.
  • C. Nokia HERE Maps
    Nokia HERE Maps is a mapping and navigation service offering offline maps, turn-by-turn directions, and location-based features across multiple devices and platforms.
  • D. Oracle Maps JavaScript API
    Oracle Maps JavaScript API is a web mapping library from Oracle that lets developers embed interactive, data-driven maps and spatial visualizations into browser-based applications using Oracle spatial technologies.
  • E. Snap Map
    Snap Map is a Snapchat feature that lets users share and view friends’ real-time locations and public stories on an interactive world map.
  • 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: Google Latitude
Triple: [Loopt, competitor, Google Latitude]
Generated description
Google Latitude was a location-based service by Google that allowed users to share their real-time geographic location with friends via mobile devices and the web.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Google Latitude
Target entity description: Google Latitude was a location-based service by Google that allowed users to share their real-time geographic location with friends via mobile devices and the web.
  • A. Google Maps
    Google Maps is a web-based mapping and navigation service by Google that provides detailed maps, real-time GPS navigation, traffic conditions, and location search worldwide.
  • B. Google Earth
    Google Earth is a virtual globe and mapping application that lets users explore detailed satellite imagery, 3D terrain, and geographic information for locations around the world.
  • C. Nokia HERE Maps
    Nokia HERE Maps is a mapping and navigation service offering offline maps, turn-by-turn directions, and location-based features across multiple devices and platforms.
  • D. Oracle Maps JavaScript API
    Oracle Maps JavaScript API is a web mapping library from Oracle that lets developers embed interactive, data-driven maps and spatial visualizations into browser-based applications using Oracle spatial technologies.
  • E. Snap Map
    Snap Map is a Snapchat feature that lets users share and view friends’ real-time locations and public stories on an interactive world map.
  • 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_69c008a68c508190a8d78245c865960e completed March 22, 2026, 3:20 p.m.
NER Named-entity recognition batch_69c05d9319548190980c99f692bd4115 completed March 22, 2026, 9:22 p.m.
NED1 Entity disambiguation (via context triple) batch_69c141ad559881909076b6ab34b14f2b completed March 23, 2026, 1:35 p.m.
NEDg Description generation batch_69c14889a3b48190bf5d523cbc261d7c completed March 23, 2026, 2:04 p.m.
NED2 Entity disambiguation (via description) batch_69c148de2d64819094d623e7f3b0f5f8 completed March 23, 2026, 2:06 p.m.
Created at: March 22, 2026, 4:18 p.m.