Triple

T13281608
Position Surface form Disambiguated ID Type / Status
Subject University of Massachusetts Lowell E316334 entity
Predicate hasCollege P113 FINISHED
Object Manning School of Business
The Manning School of Business is the business school of the University of Massachusetts Lowell, offering undergraduate and graduate programs in areas such as accounting, finance, management, and marketing.
 E1037470 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: Manning School of Business | Statement: [University of Massachusetts Lowell, hasCollege, Manning School of Business]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Manning School of Business
Context triple: [University of Massachusetts Lowell, hasCollege, Manning School of Business]
  • A. Spears School of Business
    Spears School of Business is the business college of Oklahoma State University, offering undergraduate and graduate programs in areas such as accounting, finance, management, and marketing.
  • B. 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.
  • C. Brennan School of Business
    The Brennan School of Business is the business school of Dominican University, offering undergraduate and graduate programs focused on ethical leadership and professional preparation in business.
  • D. John Massey School of Business
    John Massey School of Business is the business school of Southeastern Oklahoma State University, offering undergraduate and graduate programs in fields such as accounting, finance, management, and marketing.
  • E. Hankamer School of Business
    Hankamer School of Business is the business school of Baylor 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: Manning School of Business
Triple: [University of Massachusetts Lowell, hasCollege, Manning School of Business]
Generated description
The Manning School of Business is the business school of the University of Massachusetts Lowell, 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: Manning School of Business
Target entity description: The Manning School of Business is the business school of the University of Massachusetts Lowell, offering undergraduate and graduate programs in areas such as accounting, finance, management, and marketing.
  • A. Spears School of Business
    Spears School of Business is the business college of Oklahoma State University, offering undergraduate and graduate programs in areas such as accounting, finance, management, and marketing.
  • B. 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.
  • C. Brennan School of Business
    The Brennan School of Business is the business school of Dominican University, offering undergraduate and graduate programs focused on ethical leadership and professional preparation in business.
  • D. John Massey School of Business
    John Massey School of Business is the business school of Southeastern Oklahoma State University, offering undergraduate and graduate programs in fields such as accounting, finance, management, and marketing.
  • E. Hankamer School of Business
    Hankamer School of Business is the business school of Baylor 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_69d806b349908190a9a61dd9323bf153 completed April 9, 2026, 8:06 p.m.
NER Named-entity recognition batch_69d9904507588190a303686d176ec3e1 completed April 11, 2026, 12:05 a.m.
NED1 Entity disambiguation (via context triple) batch_69f7266832a881909403c4d3cbe1edec completed May 3, 2026, 10:41 a.m.
NEDg Description generation batch_69f727512c94819091985c7942f40b31 completed May 3, 2026, 10:45 a.m.
NED2 Entity disambiguation (via description) batch_69f72b77d650819092c02f6488b2cfb2 completed May 3, 2026, 11:03 a.m.
Created at: April 9, 2026, 9:27 p.m.