Triple

T7239761
Position Surface form Disambiguated ID Type / Status
Subject Long Island University E155323 entity
Predicate hasSchool P113 FINISHED
Object LIU School of Business
LIU School of Business is the business education division of Long Island University, offering undergraduate and graduate programs in areas such as accounting, finance, management, and marketing.
E650867 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: LIU School of Business | Statement: [Long Island University, hasSchool, LIU School of Business]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: LIU School of Business
Context triple: [Long Island University, hasSchool, LIU School of Business]
  • A. Booth School of Business
    Booth School of Business is the University of Chicago’s renowned graduate business school, known for its rigorous analytical approach to economics, finance, and management education.
  • B. Knauss School of Business
    Knauss School of Business is the University of San Diego’s business school, offering undergraduate and graduate programs in areas such as accounting, finance, marketing, and management.
  • C. Craig School of Business
    Craig School of Business is the business school of California State University, Fresno, offering undergraduate and graduate programs in areas such as accounting, finance, marketing, and management.
  • D. Rader School of Business
    Rader School of Business is the business school of the Milwaukee School of Engineering, offering undergraduate and graduate programs that integrate business education with a strong focus on technology and engineering industries.
  • E. Edwards School of Business
    Edwards School of Business is the University of Saskatchewan’s business school, offering undergraduate and graduate programs in areas such as accounting, finance, management, and marketing.
  • 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: LIU School of Business
Triple: [Long Island University, hasSchool, LIU School of Business]
Generated description
LIU School of Business is the business education division of Long Island University, offering undergraduate and graduate programs in areas such as accounting, finance, management, and marketing.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: LIU School of Business
Target entity description: LIU School of Business is the business education division of Long Island University, offering undergraduate and graduate programs in areas such as accounting, finance, management, and marketing.
  • A. Booth School of Business
    Booth School of Business is the University of Chicago’s renowned graduate business school, known for its rigorous analytical approach to economics, finance, and management education.
  • B. Knauss School of Business
    Knauss School of Business is the University of San Diego’s business school, offering undergraduate and graduate programs in areas such as accounting, finance, marketing, and management.
  • C. Craig School of Business
    Craig School of Business is the business school of California State University, Fresno, offering undergraduate and graduate programs in areas such as accounting, finance, marketing, and management.
  • D. Rader School of Business
    Rader School of Business is the business school of the Milwaukee School of Engineering, offering undergraduate and graduate programs that integrate business education with a strong focus on technology and engineering industries.
  • E. Edwards School of Business
    Edwards School of Business is the University of Saskatchewan’s business school, offering undergraduate and graduate programs in areas such as accounting, finance, management, and marketing.
  • 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_69c688143bfc81908d4176617735e601 completed March 27, 2026, 1:37 p.m.
NER Named-entity recognition batch_69c6ea37fa9081908e9c3abe49d151e5 completed March 27, 2026, 8:36 p.m.
NED1 Entity disambiguation (via context triple) batch_69c7cc3d75b48190916bf327396f2666 completed March 28, 2026, 12:40 p.m.
NEDg Description generation batch_69c7ce24f4148190877852983c9aadb5 completed March 28, 2026, 12:48 p.m.
NED2 Entity disambiguation (via description) batch_69c7ce9f73508190a2d1eb35237c3073 completed March 28, 2026, 12:50 p.m.
Created at: March 27, 2026, 2:55 p.m.