Triple

T1904858
Position Surface form Disambiguated ID Type / Status
Subject Ellen Johnson Sirleaf E37777 entity
Predicate educatedAt P5 FINISHED
Object Madison Business College
Madison Business College was a former private business school in Madison, Wisconsin, known for training students in practical commercial and secretarial skills.
 E212711 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: Madison Business College | Statement: [Ellen Johnson Sirleaf, educatedAt, Madison Business College]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Madison Business College
Context triple: [Ellen Johnson Sirleaf, educatedAt, Madison Business College]
  • A. Sykes College of Business
    Sykes College of Business is the business school of the University of Tampa, offering undergraduate and graduate programs in areas such as accounting, finance, marketing, and management.
  • B. Berkeley College
    Berkeley College is one of Yale University's undergraduate residential colleges, known for its distinctive Gothic architecture and close-knit student community.
  • C. Lincoln Technical Institute
    Lincoln Technical Institute is a career-focused vocational school system in the United States that offers technical training programs in fields such as automotive, skilled trades, healthcare, and information technology.
  • D. Quinlan School of Business
    Quinlan School of Business is the business school of Loyola University Chicago, offering undergraduate and graduate programs in areas such as accounting, finance, marketing, and management.
  • E. LaPenta School of Business
    LaPenta School of Business is the business school of Iona University, offering undergraduate and graduate programs in areas such as accounting, finance, marketing, and management.
  • 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: Madison Business College
Triple: [Ellen Johnson Sirleaf, educatedAt, Madison Business College]
Generated description
Madison Business College was a former private business school in Madison, Wisconsin, known for training students in practical commercial and secretarial skills.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Madison Business College
Target entity description: Madison Business College was a former private business school in Madison, Wisconsin, known for training students in practical commercial and secretarial skills.
  • A. Sykes College of Business
    Sykes College of Business is the business school of the University of Tampa, offering undergraduate and graduate programs in areas such as accounting, finance, marketing, and management.
  • B. Berkeley College
    Berkeley College is one of Yale University's undergraduate residential colleges, known for its distinctive Gothic architecture and close-knit student community.
  • C. Lincoln Technical Institute
    Lincoln Technical Institute is a career-focused vocational school system in the United States that offers technical training programs in fields such as automotive, skilled trades, healthcare, and information technology.
  • D. Quinlan School of Business
    Quinlan School of Business is the business school of Loyola University Chicago, offering undergraduate and graduate programs in areas such as accounting, finance, marketing, and management.
  • E. LaPenta School of Business
    LaPenta School of Business is the business school of Iona University, offering undergraduate and graduate programs in areas such as accounting, finance, marketing, and management.
  • 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_69a8861be7148190a680937ec451a304 completed March 4, 2026, 7:21 p.m.
NER Named-entity recognition batch_69abb191b710819091a5b767550fcf61 completed March 7, 2026, 5:03 a.m.
NED1 Entity disambiguation (via context triple) batch_69adeaf944c881908c5cb54bd27d6fa9 completed March 8, 2026, 9:32 p.m.
NEDg Description generation batch_69adeb8b3d2c8190b13c03ce944f436a completed March 8, 2026, 9:35 p.m.
NED2 Entity disambiguation (via description) batch_69adec123cc481908e55dfbe4f4da095 completed March 8, 2026, 9:37 p.m.
Created at: March 4, 2026, 7:35 p.m.