Triple

T3046342
Position Surface form Disambiguated ID Type / Status
Subject Republic Polytechnic campus E83456 entity
Predicate ownedBy P347 FINISHED
Object Republic Polytechnic
Republic Polytechnic is a post-secondary educational institution in Singapore known for its problem-based learning approach and wide range of diploma programs.
 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: [Republic Polytechnic campus, ownedBy, Republic Polytechnic]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Republic Polytechnic
Context triple: [Republic Polytechnic campus, ownedBy, 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. 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.
  • D. 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.
  • E. National Institute of Education
    The National Institute of Education was a U.S. federal agency responsible for supporting and coordinating educational research and improvement nationwide.
  • 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: [Republic Polytechnic campus, ownedBy, Republic Polytechnic]
Generated description
Republic Polytechnic is a post-secondary educational institution in Singapore known for its problem-based learning approach and wide range of diploma programs.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Republic Polytechnic
Target entity description: Republic Polytechnic is a post-secondary educational institution in Singapore known for its problem-based learning approach and wide range of diploma programs.
  • 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. 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.
  • D. 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.
  • E. National Institute of Education
    The National Institute of Education was a U.S. federal agency responsible for supporting and coordinating educational research and improvement nationwide.
  • 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_69ad8b24924c8190a9bb6f61d519e4ae completed March 8, 2026, 2:43 p.m.
NER Named-entity recognition batch_69ad9bab541c8190a17aca26b3dcfae7 completed March 8, 2026, 3:54 p.m.
NED1 Entity disambiguation (via context triple) batch_69b1f86f538481908e3e9c286e4fb676 completed March 11, 2026, 11:19 p.m.
NEDg Description generation batch_69b1f8f83d10819099feb370fa9f14af completed March 11, 2026, 11:21 p.m.
NED2 Entity disambiguation (via description) batch_69b1fd02557c81908d42bb1a10024502 completed March 11, 2026, 11:38 p.m.
Created at: March 8, 2026, 3:01 p.m.