Triple

T2125392
Position Surface form Disambiguated ID Type / Status
Subject Ashton Kutcher E46411 entity
Predicate investedIn P17330 FINISHED
Object Foursquare
Foursquare is a location-based technology company best known for its mobile apps and platform that let users discover places, check in, and power location intelligence for businesses.
 E236192 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: Foursquare | Statement: [Ashton Kutcher, investedIn, Foursquare]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Foursquare
Context triple: [Ashton Kutcher, investedIn, Foursquare]
  • A. Square, Inc.
    Square, Inc. is a financial technology company best known for its mobile payment solutions and point-of-sale systems that enable businesses to accept electronic payments easily.
  • B. Grubhub
    Grubhub is a major U.S.-based online food ordering and delivery platform that connects diners with local restaurants through its website and mobile app.
  • C. Lyft
    Lyft is a major American ride-hailing and transportation company that connects passengers with drivers through a mobile app platform.
  • D. GMB
    GMB is the three-letter ISO 3166-1 alpha-3 country code assigned to The Gambia.
  • E. Starbuck
    Starbuck is the morally conscientious first mate of the whaling ship Pequod in Herman Melville’s novel "Moby-Dick," serving as a cautious and ethical counterpoint to Captain Ahab’s obsessive quest.
  • 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: Foursquare
Triple: [Ashton Kutcher, investedIn, Foursquare]
Generated description
Foursquare is a location-based technology company best known for its mobile apps and platform that let users discover places, check in, and power location intelligence for businesses.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Foursquare
Target entity description: Foursquare is a location-based technology company best known for its mobile apps and platform that let users discover places, check in, and power location intelligence for businesses.
  • A. Square, Inc.
    Square, Inc. is a financial technology company best known for its mobile payment solutions and point-of-sale systems that enable businesses to accept electronic payments easily.
  • B. Grubhub
    Grubhub is a major U.S.-based online food ordering and delivery platform that connects diners with local restaurants through its website and mobile app.
  • C. Lyft
    Lyft is a major American ride-hailing and transportation company that connects passengers with drivers through a mobile app platform.
  • D. GMB
    GMB is the three-letter ISO 3166-1 alpha-3 country code assigned to The Gambia.
  • E. Starbuck
    Starbuck is the morally conscientious first mate of the whaling ship Pequod in Herman Melville’s novel "Moby-Dick," serving as a cautious and ethical counterpoint to Captain Ahab’s obsessive quest.
  • 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_69a88a1626548190ae59a5028c3baa8e completed March 4, 2026, 7:37 p.m.
NER Named-entity recognition batch_69abbb57bc6881909f04a407beff33a6 completed March 7, 2026, 5:44 a.m.
NED1 Entity disambiguation (via context triple) batch_69ae519ead088190a8a7229d998732de completed March 9, 2026, 4:50 a.m.
NEDg Description generation batch_69ae526b6bcc8190851b9775611bb93e completed March 9, 2026, 4:54 a.m.
NED2 Entity disambiguation (via description) batch_69ae52d46ef48190bbd6b7cc9fcda2a4 completed March 9, 2026, 4:55 a.m.
Created at: March 4, 2026, 7:44 p.m.