Triple
T19410618
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | New South Wales Higher School Certificate |
E485575
|
entity |
| Predicate | subjectAreasInclude |
P74482
|
FINISHED |
| Object |
Technological and Applied Studies
Technological and Applied Studies is a secondary school learning area in New South Wales that focuses on practical, technology-related, and vocationally oriented subjects.
|
E1374095
|
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: Technological and Applied Studies | Statement: [New South Wales Higher School Certificate, subjectAreasInclude, Technological and Applied Studies]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Technological and Applied Studies Context triple: [New South Wales Higher School Certificate, subjectAreasInclude, Technological and Applied Studies]
-
A.
School of Technology and Applied Sciences
The School of Technology and Applied Sciences is an academic division of Northern Michigan University that offers career-focused programs in technical and applied science fields.
-
B.
Applied Sciences
Applied Sciences is a practical, research-oriented field that applies scientific knowledge and methods to develop solutions for real-world technical and societal problems.
-
C.
School of Technology
The School of Technology is a major academic division of the University of Cambridge that oversees its engineering, computer science, business, and related technology-focused departments and research.
-
D.
School of Technology
The School of Technology is a faculty of Jyväskylä University of Applied Sciences in Finland that focuses on engineering and technology-oriented education and research.
-
E.
School of Technology
The School of Technology is an academic division of Missouri Southern State University that offers career-focused programs in applied sciences, engineering technologies, and related technical fields.
- 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: Technological and Applied Studies Triple: [New South Wales Higher School Certificate, subjectAreasInclude, Technological and Applied Studies]
Generated description
Technological and Applied Studies is a secondary school learning area in New South Wales that focuses on practical, technology-related, and vocationally oriented subjects.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Technological and Applied Studies Target entity description: Technological and Applied Studies is a secondary school learning area in New South Wales that focuses on practical, technology-related, and vocationally oriented subjects.
-
A.
School of Technology and Applied Sciences
The School of Technology and Applied Sciences is an academic division of Northern Michigan University that offers career-focused programs in technical and applied science fields.
-
B.
Applied Sciences
Applied Sciences is a practical, research-oriented field that applies scientific knowledge and methods to develop solutions for real-world technical and societal problems.
-
C.
School of Technology
The School of Technology is a major academic division of the University of Cambridge that oversees its engineering, computer science, business, and related technology-focused departments and research.
-
D.
School of Technology
The School of Technology is a faculty of Jyväskylä University of Applied Sciences in Finland that focuses on engineering and technology-oriented education and research.
-
E.
School of Technology
The School of Technology is a faculty of Reykjavík University specializing in engineering, computer science, and related technological disciplines.
- 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_69d8e8d5162481909db12435d9535c1a |
completed | April 10, 2026, 12:11 p.m. |
| NER | Named-entity recognition | batch_69e62af4cc0c81909056b5e2ee574ab1 |
completed | April 20, 2026, 1:32 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a072b996ebc81908fe7c4ff930896ba |
completed | May 15, 2026, 2:20 p.m. |
| NEDg | Description generation | batch_6a072eb2d5b08190a0cafb1427cfd16d |
completed | May 15, 2026, 2:33 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a072f6caef48190acb52960ebde9ace |
completed | May 15, 2026, 2:36 p.m. |
Created at: April 10, 2026, 1:37 p.m.