Triple

T230650
Position Surface form Disambiguated ID Type / Status
Subject Minneapolis–Saint Paul E4402 entity
Predicate hasUniversity P113 FINISHED
Object Macalester College
Macalester College is a private liberal arts college in Saint Paul, Minnesota, known for its strong emphasis on internationalism, multiculturalism, and civic engagement.
 E74140 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: Macalester College | Statement: [Minneapolis–Saint Paul, hasUniversity, Macalester College]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Macalester College
Context triple: [Minneapolis–Saint Paul, hasUniversity, Macalester College]
  • A. Carleton College
    Carleton College is a private liberal arts college in Northfield, Minnesota, known for its rigorous academics, close-knit residential community, and strong emphasis on undergraduate education.
  • B. Grinnell College
    Grinnell College is a private liberal arts college in Grinnell, Iowa, known for its rigorous academics, progressive values, and strong emphasis on undergraduate teaching and research.
  • C. Oberlin College
    Oberlin College is a private liberal arts college and conservatory of music in Oberlin, Ohio, known for its progressive history and strong emphasis on undergraduate education and the arts.
  • D. Central College
    Central College is a private liberal arts college known for its strong undergraduate programs and study abroad opportunities, located in Pella, Iowa.
  • E. University of Minnesota
    The University of Minnesota is a major American public research university system known for its strong programs in science, engineering, and agriculture, and for producing influential alumni such as Nobel laureate Norman Borlaug.
  • 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: Macalester College
Triple: [Minneapolis–Saint Paul, hasUniversity, Macalester College]
Generated description
Macalester College is a private liberal arts college in Saint Paul, Minnesota, known for its strong emphasis on internationalism, multiculturalism, and civic engagement.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Macalester College
Target entity description: Macalester College is a private liberal arts college in Saint Paul, Minnesota, known for its strong emphasis on internationalism, multiculturalism, and civic engagement.
  • A. Carleton College
    Carleton College is a private liberal arts college in Northfield, Minnesota, known for its rigorous academics, close-knit residential community, and strong emphasis on undergraduate education.
  • B. Grinnell College
    Grinnell College is a private liberal arts college in Grinnell, Iowa, known for its rigorous academics, progressive values, and strong emphasis on undergraduate teaching and research.
  • C. Oberlin College
    Oberlin College is a private liberal arts college and conservatory of music in Oberlin, Ohio, known for its progressive history and strong emphasis on undergraduate education and the arts.
  • D. Central College
    Central College is a private liberal arts college known for its strong undergraduate programs and study abroad opportunities, located in Pella, Iowa.
  • E. University of Minnesota
    The University of Minnesota is a major American public research university system known for its strong programs in science, engineering, and agriculture, and for producing influential alumni such as Nobel laureate Norman Borlaug.
  • 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_69a257363ffc81909757bde7ab3404da completed Feb. 28, 2026, 2:47 a.m.
NER Named-entity recognition batch_69a25cadae1c8190be0e8dcf33351187 completed Feb. 28, 2026, 3:10 a.m.
NED1 Entity disambiguation (via context triple) batch_69a5154d3a70819097de31be3b753523 completed March 2, 2026, 4:42 a.m.
NEDg Description generation batch_69a516a9b95081908b7c947edd0ef268 completed March 2, 2026, 4:48 a.m.
NED2 Entity disambiguation (via description) batch_69a5173b405081908135a9b03e1bb11f completed March 2, 2026, 4:51 a.m.
Created at: Feb. 28, 2026, 2:53 a.m.