Triple

T7508562
Position Surface form Disambiguated ID Type / Status
Subject Woodlands E177455 entity
Predicate hasEducationalInstitution P113 FINISHED
Object Republic Polytechnic
Republic Polytechnic is a Singaporean tertiary 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, hasEducationalInstitution, Republic Polytechnic]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Republic Polytechnic
Context triple: [Woodlands, 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. Nanyang Technological University
    Nanyang Technological University is a leading research-intensive public university in Singapore known for its strengths in engineering, technology, and innovation.
  • C. Curtin Singapore
    Curtin Singapore is the Singapore-based international campus of Curtin University, offering Australian-style higher education programs to local and regional students.
  • D. National University of Singapore
    The National University of Singapore is a leading global research-intensive university and Singapore’s flagship higher education institution, renowned for its strengths in science, engineering, medicine, and public policy.
  • E. Monash University Malaysia
    Monash University Malaysia is the Malaysian branch campus of Australia's Monash University, offering internationally recognized higher education and research programs in Southeast Asia.
  • 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, hasEducationalInstitution, Republic Polytechnic]
Generated description
Republic Polytechnic is a Singaporean tertiary 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 tertiary 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. Nanyang Technological University
    Nanyang Technological University is a leading research-intensive public university in Singapore known for its strengths in engineering, technology, and innovation.
  • C. Curtin Singapore
    Curtin Singapore is the Singapore-based international campus of Curtin University, offering Australian-style higher education programs to local and regional students.
  • D. National University of Singapore
    The National University of Singapore is a leading global research-intensive university and Singapore’s flagship higher education institution, renowned for its strengths in science, engineering, medicine, and public policy.
  • E. Monash University Malaysia
    Monash University Malaysia is the Malaysian branch campus of Australia's Monash University, offering internationally recognized higher education and research programs in Southeast Asia.
  • 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_69c69f276b108190af2cc790b6554544 completed March 27, 2026, 3:15 p.m.
NER Named-entity recognition batch_69c6f5b8ab5c8190828ee8d144068828 completed March 27, 2026, 9:25 p.m.
NED1 Entity disambiguation (via context triple) batch_69c83ca56e3c81908c3bae8ad2d9ecd1 completed March 28, 2026, 8:40 p.m.
NEDg Description generation batch_69c83d5884a88190a22c0fb54f9731c7 completed March 28, 2026, 8:43 p.m.
NED2 Entity disambiguation (via description) batch_69c84071abb88190a2dadd57ff088f3d completed March 28, 2026, 8:56 p.m.
Created at: March 27, 2026, 3:45 p.m.