Triple

T8555154
Position Surface form Disambiguated ID Type / Status
Subject Seremban District E202544 entity
Predicate hasHigherEducationInstitution P113 FINISHED
Object Universiti Sains Islam Malaysia E202546 NE FINISHED

How this triple was built (2 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: Universiti Sains Islam Malaysia | Statement: [Seremban District, hasHigherEducationInstitution, Universiti Sains Islam Malaysia]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Universiti Sains Islam Malaysia
Context triple: [Seremban District, hasHigherEducationInstitution, Universiti Sains Islam Malaysia]
  • A. Universiti Sains Islam Malaysia chosen
    Universiti Sains Islam Malaysia is a Malaysian public university that integrates Islamic values with science and contemporary academic disciplines.
  • B. International Islamic University Malaysia
    International Islamic University Malaysia is a public Islamic research university in Malaysia known for integrating Islamic values with modern academic disciplines and attracting an international student body.
  • C. Universiti Malaysia Sabah
    Universiti Malaysia Sabah is a public university in the Malaysian state of Sabah known for its scenic coastal campus and focus on environmental, marine, and Bornean studies.
  • D. Universiti Kuala Lumpur
    Universiti Kuala Lumpur is a leading Malaysian technical university known for its industry-focused engineering and technology programs based in the capital city, Kuala Lumpur.
  • E. Universiti Teknologi MARA
    Universiti Teknologi MARA is a major Malaysian public university and one of the country’s largest institutions of higher learning, known for providing accessible education primarily to Bumiputera students across multiple campuses nationwide.
  • F. None of above.
  • G. Unsure - the case is ambiguous/there is not enough information to decide.

Provenance (3 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_69ca832610e08190b3b6c6cd2c250255 completed March 30, 2026, 2:05 p.m.
NER Named-entity recognition batch_69cbe88a936c8190a0234bf7da2ff55a completed March 31, 2026, 3:30 p.m.
NED1 Entity disambiguation (via context triple) batch_69ce6dd67d288190a147562a99ecde56 completed April 2, 2026, 1:23 p.m.
Created at: March 30, 2026, 6:19 p.m.