Triple

T19610332
Position Surface form Disambiguated ID Type / Status
Subject Northwestern Minnesota E470712 entity
Predicate hasCity P316 FINISHED
Object Detroit Lakes, Minnesota
Detroit Lakes, Minnesota is a regional resort and lakeside community in northwestern Minnesota known for its outdoor recreation, tourism, and annual summer festivals.
 E1386539 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: Detroit Lakes, Minnesota | Statement: [Northwestern Minnesota, hasCity, Detroit Lakes, Minnesota]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Detroit Lakes, Minnesota
Context triple: [Northwestern Minnesota, hasCity, Detroit Lakes, Minnesota]
  • A. Ham Lake, Minnesota
    Ham Lake, Minnesota is a suburban city in Anoka County that forms part of the Minneapolis–Saint Paul metropolitan area.
  • B. Big Lake, Minnesota
    Big Lake, Minnesota is a small city in Sherburne County that functions as a suburban community northwest of Minneapolis–Saint Paul, known in part for being a terminus and stop on the Northstar commuter rail line.
  • C. Lake Calhoun (Bde Maka Ska)
    Lake Calhoun (Bde Maka Ska) is the largest lake in Minneapolis, Minnesota, popular for recreation and known for its Dakota name reflecting the area’s Indigenous heritage.
  • D. Gem Lake, Minnesota
    Gem Lake, Minnesota is a small suburban city in Ramsey County known for its residential character and proximity to the Twin Cities metropolitan area.
  • E. Lake Elmo, Minnesota
    Lake Elmo, Minnesota is a small suburban city in the Twin Cities metropolitan area known for its parks, lakes, and residential communities.
  • 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: Detroit Lakes, Minnesota
Triple: [Northwestern Minnesota, hasCity, Detroit Lakes, Minnesota]
Generated description
Detroit Lakes, Minnesota is a regional resort and lakeside community in northwestern Minnesota known for its outdoor recreation, tourism, and annual summer festivals.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Detroit Lakes, Minnesota
Target entity description: Detroit Lakes, Minnesota is a regional resort and lakeside community in northwestern Minnesota known for its outdoor recreation, tourism, and annual summer festivals.
  • A. Ham Lake, Minnesota
    Ham Lake, Minnesota is a suburban city in Anoka County that forms part of the Minneapolis–Saint Paul metropolitan area.
  • B. Big Lake, Minnesota
    Big Lake, Minnesota is a small city in Sherburne County that functions as a suburban community northwest of Minneapolis–Saint Paul, known in part for being a terminus and stop on the Northstar commuter rail line.
  • C. Lake Calhoun (Bde Maka Ska)
    Lake Calhoun (Bde Maka Ska) is the largest lake in Minneapolis, Minnesota, popular for recreation and known for its Dakota name reflecting the area’s Indigenous heritage.
  • D. Gem Lake, Minnesota
    Gem Lake, Minnesota is a small suburban city in Ramsey County known for its residential character and proximity to the Twin Cities metropolitan area.
  • E. Lake Elmo, Minnesota
    Lake Elmo, Minnesota is a small suburban city in the Twin Cities metropolitan area known for its parks, lakes, and residential communities.
  • 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_69d8e510fa248190b7afb274a1d4cf73 completed April 10, 2026, 11:54 a.m.
NER Named-entity recognition batch_69e640cb180c8190ba96ffb69c24e2e1 completed April 20, 2026, 3:05 p.m.
NED1 Entity disambiguation (via context triple) batch_6a0771afb2708190b46a002a5c4c4252 completed May 15, 2026, 7:19 p.m.
NEDg Description generation batch_6a07736d8990819081b3ba34f1d3600e completed May 15, 2026, 7:26 p.m.
NED2 Entity disambiguation (via description) batch_6a0773f9f8148190822ed74d83fdac97 completed May 15, 2026, 7:28 p.m.
Created at: April 10, 2026, 1:43 p.m.