Triple
T17195476
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Michael Wilford |
E417339
|
entity |
| Predicate | designed |
P184
|
FINISHED |
| Object |
Temasek Polytechnic campus Singapore
Temasek Polytechnic campus Singapore is a modern educational complex in Tampines known for its distinctive postmodern architecture and extensive facilities for applied learning.
|
E1255195
|
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: Temasek Polytechnic campus Singapore | Statement: [Michael Wilford, designed, Temasek Polytechnic campus Singapore]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Temasek Polytechnic campus Singapore Context triple: [Michael Wilford, designed, Temasek Polytechnic campus Singapore]
-
A.
Republic Polytechnic campus
Republic Polytechnic campus is a modern educational complex in Singapore known for its minimalist architecture and open, communal spaces designed by Japanese architect Fumihiko Maki.
-
B.
Singapore University of Technology and Design campus buildings
The Singapore University of Technology and Design campus buildings are a contemporary, design-focused university complex in Singapore known for their innovative, fluid architecture and integration of technology and learning spaces.
-
C.
Bukit Timah Campus
Bukit Timah Campus is a historic National University of Singapore site that houses key faculties such as the Faculty of Law in a lush, heritage-rich setting near Singapore’s central nature reserve.
-
D.
NTU main campus
NTU main campus is the primary and largest campus of Nanyang Technological University in Singapore, housing most of its academic schools, research facilities, and student amenities.
-
E.
Nanyang Technological University
Nanyang Technological University is a leading research-intensive public university in Singapore known for its strengths in engineering, technology, and innovation.
- 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: Temasek Polytechnic campus Singapore Triple: [Michael Wilford, designed, Temasek Polytechnic campus Singapore]
Generated description
Temasek Polytechnic campus Singapore is a modern educational complex in Tampines known for its distinctive postmodern architecture and extensive facilities for applied learning.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Temasek Polytechnic campus Singapore Target entity description: Temasek Polytechnic campus Singapore is a modern educational complex in Tampines known for its distinctive postmodern architecture and extensive facilities for applied learning.
-
A.
Republic Polytechnic campus
Republic Polytechnic campus is a modern educational complex in Singapore known for its minimalist architecture and open, communal spaces designed by Japanese architect Fumihiko Maki.
-
B.
Singapore University of Technology and Design campus buildings
The Singapore University of Technology and Design campus buildings are a contemporary, design-focused university complex in Singapore known for their innovative, fluid architecture and integration of technology and learning spaces.
-
C.
Bukit Timah Campus
Bukit Timah Campus is a historic National University of Singapore site that houses key faculties such as the Faculty of Law in a lush, heritage-rich setting near Singapore’s central nature reserve.
-
D.
NTU main campus
NTU main campus is the primary and largest campus of Nanyang Technological University in Singapore, housing most of its academic schools, research facilities, and student amenities.
-
E.
Nanyang Technological University
Nanyang Technological University is a leading research-intensive public university in Singapore known for its strengths in engineering, technology, and innovation.
- 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_69d886d6ba8c819093215917b3d01689 |
completed | April 10, 2026, 5:12 a.m. |
| NER | Named-entity recognition | batch_69e42da9e6208190b5c4e5925e840217 |
completed | April 19, 2026, 1:19 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a015fd5f834819080ad2a2ffdc017b6 |
completed | May 11, 2026, 4:49 a.m. |
| NEDg | Description generation | batch_6a0160ce18e88190af8e3a7dfc17536a |
completed | May 11, 2026, 4:53 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a016146ce14819091e3459d25ca19aa |
completed | May 11, 2026, 4:55 a.m. |
Created at: April 10, 2026, 5:38 a.m.