Triple
T13531782
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Woodlands, Singapore |
E323149
|
entity |
| Predicate | hasEducationalInstitution |
P113
|
FINISHED |
| Object |
Republic Polytechnic
Republic Polytechnic is a Singaporean post-secondary institution known for its problem-based learning approach and modern campus in the Woodlands area.
|
E83456
|
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: Republic Polytechnic | Statement: [Woodlands, Singapore, hasEducationalInstitution, Republic Polytechnic]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Republic Polytechnic Context triple: [Woodlands, Singapore, hasEducationalInstitution, Republic Polytechnic]
-
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.
Sunway College
Sunway College is a private higher education institution in Malaysia offering pre-university, diploma, and degree pathway programs, and is part of the larger Sunway education ecosystem.
-
C.
Nanyang Technological University
Nanyang Technological University is a leading research-intensive public university in Singapore known for its strengths in engineering, technology, and innovation.
-
D.
Curtin Singapore
Curtin Singapore is the Singapore-based international campus of Curtin University, offering Australian-style higher education programs to local and regional students.
-
E.
INTI International University
INTI International University is a private higher education institution in Malaysia known for its international partnerships and career-focused academic 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: Republic Polytechnic Triple: [Woodlands, Singapore, hasEducationalInstitution, Republic Polytechnic]
Generated description
Republic Polytechnic is a Singaporean post-secondary institution known for its problem-based learning approach and modern campus in the Woodlands area.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Republic Polytechnic Target entity description: Republic Polytechnic is a Singaporean post-secondary institution known for its problem-based learning approach and modern campus in the Woodlands area.
-
A.
Republic Polytechnic campus
chosen
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.
Sunway College
Sunway College is a private higher education institution in Malaysia offering pre-university, diploma, and degree pathway programs, and is part of the larger Sunway education ecosystem.
-
C.
Nanyang Technological University
Nanyang Technological University is a leading research-intensive public university in Singapore known for its strengths in engineering, technology, and innovation.
-
D.
Curtin Singapore
Curtin Singapore is the Singapore-based international campus of Curtin University, offering Australian-style higher education programs to local and regional students.
-
E.
INTI International University
INTI International University is a private higher education institution in Malaysia known for its international partnerships and career-focused academic programs.
- F. None of above.
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_69d80766a21881909f21a1b7421d3b8a |
completed | April 9, 2026, 8:09 p.m. |
| NER | Named-entity recognition | batch_69dbafbb34548190a6b44faa48125cd4 |
completed | April 12, 2026, 2:44 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f7549fc5f881908691eb62c1f5a5d5 |
completed | May 3, 2026, 1:58 p.m. |
| NEDg | Description generation | batch_69f7565846108190bb6550505af8ac5d |
completed | May 3, 2026, 2:06 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69f75a2107e081909fd00af67938f2e9 |
completed | May 3, 2026, 2:22 p.m. |
Created at: April 9, 2026, 9:44 p.m.