Triple
T12826481
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | West Kowloon Cultural District |
E306664
|
entity |
| Predicate | hasPart |
P35
|
FINISHED |
| Object |
M+ Learning Hub
M+ Learning Hub is an educational and engagement space within Hong Kong’s M+ museum in the West Kowloon Cultural District, dedicated to learning about visual culture through programs, resources, and interactive experiences.
|
E1004491
|
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: M+ Learning Hub | Statement: [West Kowloon Cultural District, hasPart, M+ Learning Hub]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: M+ Learning Hub Context triple: [West Kowloon Cultural District, hasPart, M+ Learning Hub]
-
A.
MAB Academy
MAB Academy is the training and development arm of Malaysia Aviation Group, providing aviation-related education and professional courses for airline and aviation industry personnel.
-
B.
Macmillan Learning
Macmillan Learning is an educational publishing and technology company that develops textbooks, digital learning tools, and course solutions for higher education and K–12 markets.
-
C.
OpenLearning
OpenLearning is an online education platform that hosts and delivers massive open online courses (MOOCs) from institutions and educators worldwide.
-
D.
Student Learning Centre
The Student Learning Centre is a prominent, modern academic and study facility on the campus of Toronto Metropolitan University in downtown Toronto.
-
E.
FutureLearn
FutureLearn is a digital education platform that partners with universities and institutions worldwide to deliver a wide range of online courses and learning programs.
- 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: M+ Learning Hub Triple: [West Kowloon Cultural District, hasPart, M+ Learning Hub]
Generated description
M+ Learning Hub is an educational and engagement space within Hong Kong’s M+ museum in the West Kowloon Cultural District, dedicated to learning about visual culture through programs, resources, and interactive experiences.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: M+ Learning Hub Target entity description: M+ Learning Hub is an educational and engagement space within Hong Kong’s M+ museum in the West Kowloon Cultural District, dedicated to learning about visual culture through programs, resources, and interactive experiences.
-
A.
MAB Academy
MAB Academy is the training and development arm of Malaysia Aviation Group, providing aviation-related education and professional courses for airline and aviation industry personnel.
-
B.
Macmillan Learning
Macmillan Learning is an educational publishing and technology company that develops textbooks, digital learning tools, and course solutions for higher education and K–12 markets.
-
C.
OpenLearning
OpenLearning is an online education platform that hosts and delivers massive open online courses (MOOCs) from institutions and educators worldwide.
-
D.
Student Learning Centre
The Student Learning Centre is a prominent, modern academic and study facility on the campus of Toronto Metropolitan University in downtown Toronto.
-
E.
FutureLearn
FutureLearn is a digital education platform that partners with universities and institutions worldwide to deliver a wide range of online courses and learning programs.
- 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_69d7bdf52b94819096d6f0ba4ab50a98 |
completed | April 9, 2026, 2:55 p.m. |
| NER | Named-entity recognition | batch_69d96fae51608190a50970bd038359a5 |
completed | April 10, 2026, 9:46 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f68ed4f7388190ba989b8a79bd7c6d |
completed | May 2, 2026, 11:55 p.m. |
| NEDg | Description generation | batch_69f691341d0081909ca3b281ee64b42b |
completed | May 3, 2026, 12:05 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69f692361c3c81909078a19be1a86231 |
completed | May 3, 2026, 12:09 a.m. |
Created at: April 9, 2026, 5:33 p.m.