Triple

T12965526
Position Surface form Disambiguated ID Type / Status
Subject Faculty of Information Technology, Monash University E321250 entity
Predicate offersDegree P49 FINISHED
Object Bachelor of Information Technology
The Bachelor of Information Technology is an undergraduate degree focused on computing, software development, and information systems, preparing students for professional roles in the IT industry.
E1014434 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: Bachelor of Information Technology | Statement: [Faculty of Information Technology, Monash University, offersDegree, Bachelor of Information Technology]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Bachelor of Information Technology
Context triple: [Faculty of Information Technology, Monash University, offersDegree, Bachelor of Information Technology]
  • A. MS in Information Systems
    The MS in Information Systems is a graduate program focused on integrating business strategy with information technology, preparing students to design, manage, and optimize data-driven systems and digital solutions in organizations.
  • B. Bachelor of Commerce
    The Bachelor of Commerce is an undergraduate business degree focusing on areas such as accounting, finance, marketing, and management to prepare students for careers in commerce and related fields.
  • C. Bachelor of Science
    The Bachelor of Science is an undergraduate academic degree focused on scientific and technical disciplines, emphasizing quantitative analysis, empirical methods, and foundational knowledge in fields such as mathematics, natural sciences, and related areas.
  • D. Bachelor of Applied Science
    The Bachelor of Applied Science is an undergraduate professional degree focused on the practical application of scientific and engineering principles to real-world problems.
  • E. Master of Computer Science
    The Master of Computer Science is a graduate-level academic degree focused on advanced study and research in computing, software, and information technologies.
  • 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: Bachelor of Information Technology
Triple: [Faculty of Information Technology, Monash University, offersDegree, Bachelor of Information Technology]
Generated description
The Bachelor of Information Technology is an undergraduate degree focused on computing, software development, and information systems, preparing students for professional roles in the IT industry.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Bachelor of Information Technology
Target entity description: The Bachelor of Information Technology is an undergraduate degree focused on computing, software development, and information systems, preparing students for professional roles in the IT industry.
  • A. MS in Information Systems
    The MS in Information Systems is a graduate program focused on integrating business strategy with information technology, preparing students to design, manage, and optimize data-driven systems and digital solutions in organizations.
  • B. Bachelor of Commerce
    The Bachelor of Commerce is an undergraduate business degree focusing on areas such as accounting, finance, marketing, and management to prepare students for careers in commerce and related fields.
  • C. Bachelor of Science
    The Bachelor of Science is an undergraduate academic degree focused on scientific and technical disciplines, emphasizing quantitative analysis, empirical methods, and foundational knowledge in fields such as mathematics, natural sciences, and related areas.
  • D. Bachelor of Applied Science
    The Bachelor of Applied Science is an undergraduate professional degree focused on the practical application of scientific and engineering principles to real-world problems.
  • E. Master of Computer Science
    The Master of Computer Science is a graduate-level academic degree focused on advanced study and research in computing, software, and information technologies.
  • 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_69f6bb304f7c8190a02aa2c5f71cea89 completed May 3, 2026, 3:04 a.m.
Created at: April 9, 2026, 8:28 p.m.