Triple

T12965346
Position Surface form Disambiguated ID Type / Status
Subject Monash University Malaysia E321246 entity
Predicate hasFaculty P141 FINISHED
Object School of Business
The School of Business at Monash University Malaysia is an academic faculty offering undergraduate and postgraduate programs focused on business, management, and related disciplines within the Monash global education network.
E1013167 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: School of Business | Statement: [Monash University Malaysia, hasFaculty, School of Business]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: School of Business
Context triple: [Monash University Malaysia, hasFaculty, School of Business]
  • A. School of Business
    The School of Business at the University of Indianapolis is an academic division offering undergraduate and graduate programs focused on business education, management, and related professional fields.
  • B. School of Business
    The School of Business is an academic division of Siena College that offers undergraduate and possibly graduate programs focused on business education and related disciplines.
  • C. School of Business
    The School of Business is a faculty of the Lucerne University of Applied Sciences and Arts that offers practice-oriented business education, research, and professional training.
  • D. School of Business
    The School of Business at Stevens Institute of Technology is a technology-focused business school known for integrating analytics, innovation, and management education.
  • E. School of Business
    The School of Business is Reykjavík University's business faculty, offering education and research in areas such as management, finance, and entrepreneurship.
  • 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: School of Business
Triple: [Monash University Malaysia, hasFaculty, School of Business]
Generated description
The School of Business at Monash University Malaysia is an academic faculty offering undergraduate and postgraduate programs focused on business, management, and related disciplines within the Monash global education network.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: School of Business
Target entity description: The School of Business at Monash University Malaysia is an academic faculty offering undergraduate and postgraduate programs focused on business, management, and related disciplines within the Monash global education network.
  • A. School of Business
    The School of Business at George Mason University is a professional academic unit offering undergraduate and graduate programs in fields such as accounting, finance, management, and marketing, with a focus on preparing students for careers in the global business environment.
  • B. School of Business
    The School of Business is an academic institution specializing in business education, research, and professional training, likely as part of a larger university.
  • C. School of Business
    The School of Business is an academic division of Camosun College that offers business-related programs and courses in areas such as management, accounting, marketing, and entrepreneurship.
  • D. School of Business
    The School of Business at Hamline University is an academic division offering undergraduate and graduate programs focused on business education, management, and related professional fields.
  • E. School of Business
    The School of Business is Hampton University's business education division, offering undergraduate and graduate programs focused on management, entrepreneurship, and related fields.
  • 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_69d80763bd6c819094437da5b20b01d2 completed April 9, 2026, 8:09 p.m.
NER Named-entity recognition batch_69d97e30b7e88190ac07c91147b62d16 completed April 10, 2026, 10:48 p.m.
NED1 Entity disambiguation (via context triple) batch_69f6b8e227948190a2d08db97b4e41aa completed May 3, 2026, 2:54 a.m.
NEDg Description generation batch_69f6b9db8164819086a3a27692d681d5 completed May 3, 2026, 2:58 a.m.
NED2 Entity disambiguation (via description) batch_69f6bb337b708190a874cec01d588236 completed May 3, 2026, 3:04 a.m.
Created at: April 9, 2026, 8:27 p.m.