Triple

T19760785
Position Surface form Disambiguated ID Type / Status
Subject Robert Morris University E474622 entity
Predicate formerName P65 FINISHED
Object Pittsburgh School of Accountancy
Pittsburgh School of Accountancy was a specialized accounting institution that evolved into what is now Robert Morris University, a comprehensive higher education university near Pittsburgh, Pennsylvania.
 E1394270 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: Pittsburgh School of Accountancy | Statement: [Robert Morris University, formerName, Pittsburgh School of Accountancy]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Pittsburgh School of Accountancy
Context triple: [Robert Morris University, formerName, Pittsburgh School of Accountancy]
  • A. Lundy-Fetterman School of Business
    Lundy-Fetterman School of Business is the business school of Campbell University, offering undergraduate and graduate programs in areas such as accounting, finance, management, and marketing.
  • B. Eberly College of Business
    Eberly College of Business is the business school of Indiana University of Pennsylvania, offering undergraduate and graduate programs in fields such as accounting, finance, management, and marketing.
  • C. 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.
  • D. LeBow College of Business
    LeBow College of Business is the business school of Drexel University, offering undergraduate, graduate, and professional programs in areas such as finance, marketing, and management.
  • E. Fisher School of Accounting
    The Fisher School of Accounting is a specialized academic unit focused on accounting education and research within the Warrington College of Business at the University of Florida.
  • 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: Pittsburgh School of Accountancy
Triple: [Robert Morris University, formerName, Pittsburgh School of Accountancy]
Generated description
Pittsburgh School of Accountancy was a specialized accounting institution that evolved into what is now Robert Morris University, a comprehensive higher education university near Pittsburgh, Pennsylvania.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Pittsburgh School of Accountancy
Target entity description: Pittsburgh School of Accountancy was a specialized accounting institution that evolved into what is now Robert Morris University, a comprehensive higher education university near Pittsburgh, Pennsylvania.
  • A. Lundy-Fetterman School of Business
    Lundy-Fetterman School of Business is the business school of Campbell University, offering undergraduate and graduate programs in areas such as accounting, finance, management, and marketing.
  • B. Eberly College of Business
    Eberly College of Business is the business school of Indiana University of Pennsylvania, offering undergraduate and graduate programs in fields such as accounting, finance, management, and marketing.
  • C. 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.
  • D. LeBow College of Business
    LeBow College of Business is the business school of Drexel University, offering undergraduate, graduate, and professional programs in areas such as finance, marketing, and management.
  • E. Fisher School of Accounting
    The Fisher School of Accounting is a specialized academic unit focused on accounting education and research within the Warrington College of Business at the University of Florida.
  • 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_69d8e51940a0819087bd2996f98da668 completed April 10, 2026, 11:55 a.m.
NER Named-entity recognition batch_69e6531f38b48190b1663870a8da5a59 completed April 20, 2026, 4:23 p.m.
NED1 Entity disambiguation (via context triple) batch_6a07bd6beb2c8190874a37d779d14e9b completed May 16, 2026, 12:42 a.m.
NEDg Description generation batch_6a07be5426c48190bb7b0fc315fa2f6a completed May 16, 2026, 12:46 a.m.
NED2 Entity disambiguation (via description) batch_6a07bf9682fc8190a33ea75dba8d88d6 completed May 16, 2026, 12:51 a.m.
Created at: April 10, 2026, 1:48 p.m.