Triple

T2739541
Position Surface form Disambiguated ID Type / Status
Subject Franklin University E60715 entity
Predicate formerName P65 FINISHED
Object YMCA School of Commerce
YMCA School of Commerce was an earlier educational institution focused on business and commercial studies that later evolved into what is now Franklin University.
 E294210 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: YMCA School of Commerce | Statement: [Franklin University, formerName, YMCA School of Commerce]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: YMCA School of Commerce
Context triple: [Franklin University, formerName, YMCA School of Commerce]
  • A. Manchester College of Commerce
    Manchester College of Commerce was a former further and higher education institution in Manchester that later became part of what is now Manchester Metropolitan University.
  • B. Chandaria School of Business
    Chandaria School of Business is the business school of United States International University Africa in Nairobi, offering undergraduate and graduate programs in business and management.
  • C. 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.
  • D. Monte Ahuja College of Business
    Monte Ahuja College of Business is the business school of Cleveland State University, offering undergraduate and graduate programs in fields such as accounting, finance, marketing, and management.
  • E. Mihaylo College of Business and Economics
    Mihaylo College of Business and Economics is the business school of California State University, Fullerton, offering undergraduate and graduate programs in business and economics.
  • 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: YMCA School of Commerce
Triple: [Franklin University, formerName, YMCA School of Commerce]
Generated description
YMCA School of Commerce was an earlier educational institution focused on business and commercial studies that later evolved into what is now Franklin University.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: YMCA School of Commerce
Target entity description: YMCA School of Commerce was an earlier educational institution focused on business and commercial studies that later evolved into what is now Franklin University.
  • A. Manchester College of Commerce
    Manchester College of Commerce was a former further and higher education institution in Manchester that later became part of what is now Manchester Metropolitan University.
  • B. Chandaria School of Business
    Chandaria School of Business is the business school of United States International University Africa in Nairobi, offering undergraduate and graduate programs in business and management.
  • C. 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.
  • D. Monte Ahuja College of Business
    Monte Ahuja College of Business is the business school of Cleveland State University, offering undergraduate and graduate programs in fields such as accounting, finance, marketing, and management.
  • E. Mihaylo College of Business and Economics
    Mihaylo College of Business and Economics is the business school of California State University, Fullerton, offering undergraduate and graduate programs in business and economics.
  • 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_69ab4b77febc819095603eb012cd141b completed March 6, 2026, 9:47 p.m.
NER Named-entity recognition batch_69abdb2da94c8190bc9d23262e3dfc07 completed March 7, 2026, 8 a.m.
NED1 Entity disambiguation (via context triple) batch_69afbbc828388190af6c3b75ed765401 completed March 10, 2026, 6:35 a.m.
NEDg Description generation batch_69afbc3b0aa08190ac0254e7e4300b9c completed March 10, 2026, 6:37 a.m.
NED2 Entity disambiguation (via description) batch_69afbcb25ee4819093a8bd77bbcd8a86 completed March 10, 2026, 6:39 a.m.
Created at: March 6, 2026, 9:56 p.m.