Triple

T360764
Position Surface form Disambiguated ID Type / Status
Subject Fundamentals of Engineering exam E7845 entity
Predicate hasDisciplineSpecificVersion P12350 FINISHED
Object FE Industrial and Systems
FE Industrial and Systems is a discipline-specific version of the Fundamentals of Engineering exam focused on industrial and systems engineering principles and practices.
 E45754 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: FE Industrial and Systems | Statement: [Fundamentals of Engineering exam, hasDisciplineSpecificVersion, FE Industrial and Systems]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: FE Industrial and Systems
Context triple: [Fundamentals of Engineering exam, hasDisciplineSpecificVersion, FE Industrial and Systems]
  • A. Manufacturing Engineering Division
    The Manufacturing Engineering Division is a technical unit within the American Society of Mechanical Engineers that focuses on advancing manufacturing technologies, practices, and professional development in the field.
  • B. Engineer Branch
    The Engineer Branch is a military specialty responsible for combat engineering, construction, fortifications, and support to maneuver forces on the battlefield.
  • C. Faculty of Engineering
    The Faculty of Engineering at Cairo University is a leading Egyptian engineering school known for its comprehensive undergraduate and postgraduate programs, research output, and role in training engineers across diverse technical fields.
  • D. Faculty of Engineering
    The Faculty of Engineering at McGill University is a leading academic division offering undergraduate and graduate programs in engineering and related applied sciences, known for its research, innovation, and professional training.
  • E. Faculty of Engineering
    The Faculty of Engineering at the University of La Serena is an academic division dedicated to engineering education and research in northern Chile.
  • 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: FE Industrial and Systems
Triple: [Fundamentals of Engineering exam, hasDisciplineSpecificVersion, FE Industrial and Systems]
Generated description
FE Industrial and Systems is a discipline-specific version of the Fundamentals of Engineering exam focused on industrial and systems engineering principles and practices.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: FE Industrial and Systems
Target entity description: FE Industrial and Systems is a discipline-specific version of the Fundamentals of Engineering exam focused on industrial and systems engineering principles and practices.
  • A. Manufacturing Engineering Division
    The Manufacturing Engineering Division is a technical unit within the American Society of Mechanical Engineers that focuses on advancing manufacturing technologies, practices, and professional development in the field.
  • B. Engineer Branch
    The Engineer Branch is a military specialty responsible for combat engineering, construction, fortifications, and support to maneuver forces on the battlefield.
  • C. Faculty of Engineering
    The Faculty of Engineering at Cairo University is a leading Egyptian engineering school known for its comprehensive undergraduate and postgraduate programs, research output, and role in training engineers across diverse technical fields.
  • D. Faculty of Engineering
    The Faculty of Engineering at McGill University is a leading academic division offering undergraduate and graduate programs in engineering and related applied sciences, known for its research, innovation, and professional training.
  • E. Faculty of Engineering
    The Faculty of Engineering at the University of La Serena is an academic division dedicated to engineering education and research in northern Chile.
  • 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_69a2e7e880008190a6ad7e06e5d03007 completed Feb. 28, 2026, 1:04 p.m.
NER Named-entity recognition batch_69a2ee29ede0819095279af95b53e350 completed Feb. 28, 2026, 1:31 p.m.
NED1 Entity disambiguation (via context triple) batch_69a3e57a56e081909004fcd7e15f457c completed March 1, 2026, 7:06 a.m.
NEDg Description generation batch_69a3e5e50b848190ab5d036719048df8 completed March 1, 2026, 7:08 a.m.
NED2 Entity disambiguation (via description) batch_69a3e63c749c8190b5bfd85b7ccafa9c completed March 1, 2026, 7:09 a.m.
Created at: Feb. 28, 2026, 1:08 p.m.