Triple

T14368820
Position Surface form Disambiguated ID Type / Status
Subject Maple Grove E356304 entity
Predicate hasShoppingDistrict P4285 FINISHED
Object Arbor Lakes
Arbor Lakes is a major retail and entertainment district in Maple Grove, Minnesota, featuring a mix of shops, restaurants, and commercial developments.
E1096345 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: Arbor Lakes | Statement: [Maple Grove, hasShoppingDistrict, Arbor Lakes]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Arbor Lakes
Context triple: [Maple Grove, hasShoppingDistrict, Arbor Lakes]
  • A. City of Lakes
    City of Lakes is a popular nickname for Minneapolis, highlighting its many urban lakes and waterfronts.
  • B. City of Lakes
    City of Lakes is a popular nickname for Udaipur, a picturesque city in Rajasthan, India, renowned for its numerous interconnected lakes and romantic waterfront scenery.
  • C. City of Lakes
    City of Lakes is a popular nickname for Thane, a city in Maharashtra, India, known for its numerous lakes and scenic waterfronts.
  • D. Lakelawn
    Lakelawn is a residential neighborhood located within the city of Kenner in Jefferson Parish, Louisiana.
  • E. Springfield Lakes
    Springfield Lakes is a master-planned residential suburb in the Greater Springfield area of South East Queensland, Australia, known for its lakes, parks, and family-oriented community.
  • 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: Arbor Lakes
Triple: [Maple Grove, hasShoppingDistrict, Arbor Lakes]
Generated description
Arbor Lakes is a major retail and entertainment district in Maple Grove, Minnesota, featuring a mix of shops, restaurants, and commercial developments.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Arbor Lakes
Target entity description: Arbor Lakes is a major retail and entertainment district in Maple Grove, Minnesota, featuring a mix of shops, restaurants, and commercial developments.
  • A. City of Lakes
    City of Lakes is a popular nickname for Udaipur, a picturesque city in Rajasthan, India, renowned for its numerous interconnected lakes and romantic waterfront scenery.
  • B. City of Lakes
    City of Lakes is a popular nickname for Minneapolis, highlighting its many urban lakes and waterfronts.
  • C. City of Lakes
    City of Lakes is a popular nickname for Thane, a city in Maharashtra, India, known for its numerous lakes and scenic waterfronts.
  • D. Lakelawn
    Lakelawn is a residential neighborhood located within the city of Kenner in Jefferson Parish, Louisiana.
  • E. Springfield Lakes
    Springfield Lakes is a master-planned residential suburb in the Greater Springfield area of South East Queensland, Australia, known for its lakes, parks, and family-oriented community.
  • 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_69d8279163a081908aec45c0e3f1e02f completed April 9, 2026, 10:26 p.m.
NER Named-entity recognition batch_69de8fb0b8988190ab834a85911c015c completed April 14, 2026, 7:04 p.m.
NED1 Entity disambiguation (via context triple) batch_69fd4c51bf888190b1776461884c4514 completed May 8, 2026, 2:37 a.m.
NEDg Description generation batch_69fd5020e6f081909686fe3d143d31fa completed May 8, 2026, 2:53 a.m.
NED2 Entity disambiguation (via description) batch_69fd50c2cdb48190a438dc0641e3c25e completed May 8, 2026, 2:56 a.m.
Created at: April 10, 2026, 1:15 a.m.