Triple

T5086458
Position Surface form Disambiguated ID Type / Status
Subject Faculty of Engineering, University of New Brunswick E114648 entity
Predicate hasProgram P178 FINISHED
Object Software Engineering program, UNB
The Software Engineering program at the University of New Brunswick is an accredited undergraduate engineering degree that focuses on the systematic design, development, and maintenance of complex software systems within the Faculty of Engineering.
E493704 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: Software Engineering program, UNB | Statement: [Faculty of Engineering, University of New Brunswick, hasProgram, Software Engineering program, UNB]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Software Engineering program, UNB
Context triple: [Faculty of Engineering, University of New Brunswick, hasProgram, Software Engineering program, UNB]
  • A. Computer Engineering program, UNB
    The Computer Engineering program at the University of New Brunswick is an accredited undergraduate engineering degree that focuses on the design, development, and application of computer hardware, software, and embedded systems.
  • B. Civil Engineering program, UNB
    The Civil Engineering program at the University of New Brunswick is an accredited undergraduate engineering degree that prepares students to design, build, and maintain infrastructure such as buildings, roads, bridges, and water systems.
  • C. Electrical Engineering program, UNB
    The Electrical Engineering program at the University of New Brunswick is an accredited undergraduate engineering degree that prepares students to design, analyze, and apply electrical and electronic systems in areas such as power, communications, and control.
  • D. Mechanical Engineering program, UNB
    The Mechanical Engineering program at the University of New Brunswick is an accredited undergraduate engineering degree that prepares students for careers in designing, analyzing, and improving mechanical systems across industries such as manufacturing, energy, and transportation.
  • E. Chemical Engineering program, UNB
    The Chemical Engineering program at the University of New Brunswick is an accredited undergraduate engineering degree that prepares students for careers in process design, energy, materials, and related industries through a combination of rigorous coursework and hands-on laboratory and design experience.
  • 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: Software Engineering program, UNB
Triple: [Faculty of Engineering, University of New Brunswick, hasProgram, Software Engineering program, UNB]
Generated description
The Software Engineering program at the University of New Brunswick is an accredited undergraduate engineering degree that focuses on the systematic design, development, and maintenance of complex software systems within the Faculty of Engineering.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Software Engineering program, UNB
Target entity description: The Software Engineering program at the University of New Brunswick is an accredited undergraduate engineering degree that focuses on the systematic design, development, and maintenance of complex software systems within the Faculty of Engineering.
  • A. Computer Engineering program, UNB
    The Computer Engineering program at the University of New Brunswick is an accredited undergraduate engineering degree that focuses on the design, development, and application of computer hardware, software, and embedded systems.
  • B. Civil Engineering program, UNB
    The Civil Engineering program at the University of New Brunswick is an accredited undergraduate engineering degree that prepares students to design, build, and maintain infrastructure such as buildings, roads, bridges, and water systems.
  • C. Electrical Engineering program, UNB
    The Electrical Engineering program at the University of New Brunswick is an accredited undergraduate engineering degree that prepares students to design, analyze, and apply electrical and electronic systems in areas such as power, communications, and control.
  • D. Mechanical Engineering program, UNB
    The Mechanical Engineering program at the University of New Brunswick is an accredited undergraduate engineering degree that prepares students for careers in designing, analyzing, and improving mechanical systems across industries such as manufacturing, energy, and transportation.
  • E. Chemical Engineering program, UNB
    The Chemical Engineering program at the University of New Brunswick is an accredited undergraduate engineering degree that prepares students for careers in process design, energy, materials, and related industries through a combination of rigorous coursework and hands-on laboratory and design experience.
  • 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_69bd443e941881908eb4e8c685b6f656 completed March 20, 2026, 12:57 p.m.
NER Named-entity recognition batch_69bd751fb6dc8190be674c92a17e8c0e completed March 20, 2026, 4:26 p.m.
NED1 Entity disambiguation (via context triple) batch_69beba6f3eb48190b544bf743829cb0c completed March 21, 2026, 3:34 p.m.
NEDg Description generation batch_69bebbf5c968819093aaca8a09b2ea14 completed March 21, 2026, 3:40 p.m.
NED2 Entity disambiguation (via description) batch_69bebc8e25e08190bad1791a97b6482d completed March 21, 2026, 3:43 p.m.
Created at: March 20, 2026, 1:40 p.m.