Triple
T17137426
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Curtin University Malaysia |
E415875
|
entity |
| Predicate | hasSchool |
P113
|
FINISHED |
| Object |
School of Pre-University and Continuing Education
The School of Pre-University and Continuing Education is an academic unit that offers foundation, bridging, and lifelong learning programs to prepare students for entry into degree studies and support ongoing professional development.
|
E1252568
|
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: School of Pre-University and Continuing Education | Statement: [Curtin University Malaysia, hasSchool, School of Pre-University and Continuing Education]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: School of Pre-University and Continuing Education Context triple: [Curtin University Malaysia, hasSchool, School of Pre-University and Continuing Education]
-
A.
School of Continuing Education
The School of Continuing Education is an adult and community education institution offering noncredit courses, workforce training, and lifelong learning programs within the North Orange County region.
-
B.
School of Continuing Education
The School of Continuing Education is a division of the American University in Cairo that offers professional development, language training, and lifelong learning programs for adult learners and working professionals.
-
C.
School of Professional and Continuing Education
The School of Professional and Continuing Education is an adult and lifelong learning division of the University of Central Asia that offers skills-based, vocational, and professional development programs for diverse learners in Central Asia.
-
D.
School of Adult and Continuing Education
The School of Adult and Continuing Education is an academic division of Lincoln University (Pennsylvania) that offers flexible degree and non-degree programs tailored to working adults and lifelong learners.
-
E.
School of Liberal Studies and Continuing Education
The School of Liberal Studies and Continuing Education is an academic division of Purchase College, SUNY that offers flexible liberal arts and professional programs for adult, nontraditional, and continuing education students.
- 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: School of Pre-University and Continuing Education Triple: [Curtin University Malaysia, hasSchool, School of Pre-University and Continuing Education]
Generated description
The School of Pre-University and Continuing Education is an academic unit that offers foundation, bridging, and lifelong learning programs to prepare students for entry into degree studies and support ongoing professional development.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: School of Pre-University and Continuing Education Target entity description: The School of Pre-University and Continuing Education is an academic unit that offers foundation, bridging, and lifelong learning programs to prepare students for entry into degree studies and support ongoing professional development.
-
A.
School of Continuing Education
The School of Continuing Education is an adult and community education institution offering noncredit courses, workforce training, and lifelong learning programs within the North Orange County region.
-
B.
School of Continuing Education
The School of Continuing Education is a division of the American University in Cairo that offers professional development, language training, and lifelong learning programs for adult learners and working professionals.
-
C.
School of Professional and Continuing Education
The School of Professional and Continuing Education is an adult and lifelong learning division of the University of Central Asia that offers skills-based, vocational, and professional development programs for diverse learners in Central Asia.
-
D.
School of Adult and Continuing Education
The School of Adult and Continuing Education is an academic division of Lincoln University (Pennsylvania) that offers flexible degree and non-degree programs tailored to working adults and lifelong learners.
-
E.
School of Liberal Studies and Continuing Education
The School of Liberal Studies and Continuing Education is an academic division of Purchase College, SUNY that offers flexible liberal arts and professional programs for adult, nontraditional, and continuing education students.
- 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_69d886d15af4819092f92f8a129763e6 |
completed | April 10, 2026, 5:12 a.m. |
| NER | Named-entity recognition | batch_69e3f2d0628081908e0160290041fe89 |
completed | April 18, 2026, 9:08 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a014152da008190bbbff4147cfd8c5b |
completed | May 11, 2026, 2:39 a.m. |
| NEDg | Description generation | batch_6a014209b11081908ed088a9bb18b73b |
completed | May 11, 2026, 2:42 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a0142ac95188190847f29cb0f8d15ed |
completed | May 11, 2026, 2:45 a.m. |
Created at: April 10, 2026, 5:36 a.m.