Triple

T8838813
Position Surface form Disambiguated ID Type / Status
Subject Universiti Kebangsaan Malaysia E210333 entity
Predicate hasCampus P116 FINISHED
Object UKM Kuala Lumpur campus
UKM Kuala Lumpur campus is an urban branch of Universiti Kebangsaan Malaysia that hosts various academic, research, and professional programs in Malaysia’s capital city.
 E761411 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: UKM Kuala Lumpur campus | Statement: [Universiti Kebangsaan Malaysia, hasCampus, UKM Kuala Lumpur campus]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: UKM Kuala Lumpur campus
Context triple: [Universiti Kebangsaan Malaysia, hasCampus, UKM Kuala Lumpur campus]
  • A. 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.
  • B. Universiti Malaysia Kelantan Jeli Campus
    Universiti Malaysia Kelantan Jeli Campus is a branch campus of Universiti Malaysia Kelantan located in Jeli, Kelantan, focusing primarily on science, technology, and agriculture-related programs.
  • C. University of Nottingham Malaysia Campus
    The University of Nottingham Malaysia Campus is the Malaysian branch of the UK-based University of Nottingham, offering British-style higher education and research programs in Southeast Asia.
  • D. 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.
  • E. Universiti Malaysia Sabah Labuan International Campus
    Universiti Malaysia Sabah Labuan International Campus is a branch campus of Universiti Malaysia Sabah located on Labuan Island, focusing on programs such as international business, finance, and information technology.
  • 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: UKM Kuala Lumpur campus
Triple: [Universiti Kebangsaan Malaysia, hasCampus, UKM Kuala Lumpur campus]
Generated description
UKM Kuala Lumpur campus is an urban branch of Universiti Kebangsaan Malaysia that hosts various academic, research, and professional programs in Malaysia’s capital city.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: UKM Kuala Lumpur campus
Target entity description: UKM Kuala Lumpur campus is an urban branch of Universiti Kebangsaan Malaysia that hosts various academic, research, and professional programs in Malaysia’s capital city.
  • A. 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.
  • B. Universiti Malaysia Kelantan Jeli Campus
    Universiti Malaysia Kelantan Jeli Campus is a branch campus of Universiti Malaysia Kelantan located in Jeli, Kelantan, focusing primarily on science, technology, and agriculture-related programs.
  • C. University of Nottingham Malaysia Campus
    The University of Nottingham Malaysia Campus is the Malaysian branch of the UK-based University of Nottingham, offering British-style higher education and research programs in Southeast Asia.
  • D. 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.
  • E. Universiti Malaysia Sabah Labuan International Campus
    Universiti Malaysia Sabah Labuan International Campus is a branch campus of Universiti Malaysia Sabah located on Labuan Island, focusing on programs such as international business, finance, and information technology.
  • F. None of above. chosen

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.