Triple

T8838575
Position Surface form Disambiguated ID Type / Status
Subject Subang Jaya E210328 entity
Predicate hasCollege P113 FINISHED
Object INTI International College Subang
INTI International College Subang is a private higher education institution in Malaysia offering a range of diploma, degree, and professional programs in collaboration with international partner universities.
 E742016 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: INTI International College Subang | Statement: [Subang Jaya, hasCollege, INTI International College Subang]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: INTI International College Subang
Context triple: [Subang Jaya, hasCollege, INTI International College Subang]
  • A. INTI International University
    INTI International University is a private higher education institution in Malaysia known for its international partnerships and career-focused academic programs.
  • B. Quest International University Perak
    Quest International University Perak is a private Malaysian university offering a range of undergraduate and postgraduate programs with a focus on industry-relevant education and research.
  • C. 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.
  • D. KIS University
    KIS University is a common abbreviation for Kim Il-sung University, the leading and most prestigious higher education institution in North Korea.
  • E. Sunway University (Malaysia)
    Sunway University is a leading private Malaysian university in Subang Jaya known for its strong industry links, international partnerships, and emphasis on research and quality teaching.
  • 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: INTI International College Subang
Triple: [Subang Jaya, hasCollege, INTI International College Subang]
Generated description
INTI International College Subang is a private higher education institution in Malaysia offering a range of diploma, degree, and professional programs in collaboration with international partner universities.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: INTI International College Subang
Target entity description: INTI International College Subang is a private higher education institution in Malaysia offering a range of diploma, degree, and professional programs in collaboration with international partner universities.
  • A. INTI International University chosen
    INTI International University is a private higher education institution in Malaysia known for its international partnerships and career-focused academic programs.
  • B. Quest International University Perak
    Quest International University Perak is a private Malaysian university offering a range of undergraduate and postgraduate programs with a focus on industry-relevant education and research.
  • C. 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.
  • D. KIS University
    KIS University is a common abbreviation for Kim Il-sung University, the leading and most prestigious higher education institution in North Korea.
  • E. Sunway University (Malaysia)
    Sunway University is a leading private Malaysian university in Subang Jaya known for its strong industry links, international partnerships, and emphasis on research and quality teaching.
  • 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_69ca8388549c819095fd94eadefbb007 completed March 30, 2026, 2:07 p.m.
NER Named-entity recognition batch_69cc606c60ac8190b2b6bd7f042c02f8 completed April 1, 2026, 12:01 a.m.
NED1 Entity disambiguation (via context triple) batch_69cf89933e8c81909672bcec70f7d5ce completed April 3, 2026, 9:34 a.m.
NEDg Description generation batch_69cf8bb6d7dc8190a91864130513fa4e completed April 3, 2026, 9:43 a.m.
NED2 Entity disambiguation (via description) batch_69cf8ca3e2788190a33fb28132944759 completed April 3, 2026, 9:47 a.m.
Created at: March 30, 2026, 6:48 p.m.