Triple

T5711049
Position Surface form Disambiguated ID Type / Status
Subject Faculty of Forestry (University of British Columbia) E125908 entity
Predicate offersDegree P49 FINISHED
Object Master of Applied Science
The Master of Applied Science is a research-focused graduate degree that emphasizes advanced study and thesis-based investigation in applied scientific and engineering fields.
E541552 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: Master of Applied Science | Statement: [Faculty of Forestry (University of British Columbia), offersDegree, Master of Applied Science]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Master of Applied Science
Context triple: [Faculty of Forestry (University of British Columbia), offersDegree, Master of Applied Science]
  • A. Science Masters
    Science Masters is a popular science book series that presents complex scientific ideas in accessible, engaging language for general readers.
  • B. Master of Engineering
    The Master of Engineering is a postgraduate professional degree focused on advanced engineering coursework and applied research, preparing graduates for specialized technical careers or further doctoral studies.
  • C. Master of Science in Mathematics
    The Master of Science in Mathematics is a graduate-level degree focused on advanced theoretical and applied mathematics, preparing students for research, academic, or quantitative professional careers.
  • D. Master of Agriculture
    The Master of Agriculture is a graduate-level degree focused on advanced study and research in agricultural and related environmental sciences.
  • E. Master of Fine Arts
    The Master of Fine Arts (MFA) is a terminal graduate degree focused on advanced, practice-based study in creative fields such as visual arts, writing, theater, and film.
  • 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: Master of Applied Science
Triple: [Faculty of Forestry (University of British Columbia), offersDegree, Master of Applied Science]
Generated description
The Master of Applied Science is a research-focused graduate degree that emphasizes advanced study and thesis-based investigation in applied scientific and engineering fields.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Master of Applied Science
Target entity description: The Master of Applied Science is a research-focused graduate degree that emphasizes advanced study and thesis-based investigation in applied scientific and engineering fields.
  • A. Science Masters
    Science Masters is a popular science book series that presents complex scientific ideas in accessible, engaging language for general readers.
  • B. Master of Engineering
    The Master of Engineering is a postgraduate professional degree focused on advanced engineering coursework and applied research, preparing graduates for specialized technical careers or further doctoral studies.
  • C. Master of Science in Mathematics
    The Master of Science in Mathematics is a graduate-level degree focused on advanced theoretical and applied mathematics, preparing students for research, academic, or quantitative professional careers.
  • D. Master of Agriculture
    The Master of Agriculture is a graduate-level degree focused on advanced study and research in agricultural and related environmental sciences.
  • E. Master of Fine Arts
    The Master of Fine Arts (MFA) is a terminal graduate degree focused on advanced, practice-based study in creative fields such as visual arts, writing, theater, and film.
  • 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_69c0082d6fe48190b777fb383769e5c8 completed March 22, 2026, 3:18 p.m.
NER Named-entity recognition batch_69c0248df1a8819091e9f3c80dba3f54 completed March 22, 2026, 5:19 p.m.
NED1 Entity disambiguation (via context triple) batch_69c05a72181081909209a38c3ff7460b completed March 22, 2026, 9:09 p.m.
NEDg Description generation batch_69c05cd2dea88190bc79ca0a7709e7ca completed March 22, 2026, 9:19 p.m.
NED2 Entity disambiguation (via description) batch_69c05d8c85f88190a1a962794eeecd8d completed March 22, 2026, 9:22 p.m.
Created at: March 22, 2026, 3:46 p.m.