Triple

T2740413
Position Surface form Disambiguated ID Type / Status
Subject Ipoh E60735 entity
Predicate hasUniversity P113 FINISHED
Object Universiti Tunku Abdul Rahman (Kampar campus nearby region)
Universiti Tunku Abdul Rahman’s Kampar campus is a major Malaysian private university campus located in the town of Kampar in Perak, known for its scenic lakeside setting and strong emphasis on science, engineering, and business programs.
E294281 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: Universiti Tunku Abdul Rahman (Kampar campus nearby region) | Statement: [Ipoh, hasUniversity, Universiti Tunku Abdul Rahman (Kampar campus nearby region)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Universiti Tunku Abdul Rahman (Kampar campus nearby region)
Context triple: [Ipoh, hasUniversity, Universiti Tunku Abdul Rahman (Kampar campus nearby region)]
  • A. Multimedia University (Cyberjaya campus)
    Multimedia University (Cyberjaya campus) is a leading private Malaysian university renowned for its focus on information and communication technology, engineering, and creative multimedia education and research.
  • B. 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.
  • C. 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.
  • D. 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.
  • E. Balitai Campus
    Balitai Campus is the historic main campus of Nankai University in Tianjin, China, known for its long academic tradition and central role in the university’s teaching and research.
  • 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: Universiti Tunku Abdul Rahman (Kampar campus nearby region)
Triple: [Ipoh, hasUniversity, Universiti Tunku Abdul Rahman (Kampar campus nearby region)]
Generated description
Universiti Tunku Abdul Rahman’s Kampar campus is a major Malaysian private university campus located in the town of Kampar in Perak, known for its scenic lakeside setting and strong emphasis on science, engineering, and business programs.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Universiti Tunku Abdul Rahman (Kampar campus nearby region)
Target entity description: Universiti Tunku Abdul Rahman’s Kampar campus is a major Malaysian private university campus located in the town of Kampar in Perak, known for its scenic lakeside setting and strong emphasis on science, engineering, and business programs.
  • A. Multimedia University (Cyberjaya campus)
    Multimedia University (Cyberjaya campus) is a leading private Malaysian university renowned for its focus on information and communication technology, engineering, and creative multimedia education and research.
  • B. 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.
  • C. 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.
  • D. 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.
  • E. Balitai Campus
    Balitai Campus is the historic main campus of Nankai University in Tianjin, China, known for its long academic tradition and central role in the university’s teaching and research.
  • 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_69ab4b77febc819095603eb012cd141b completed March 6, 2026, 9:47 p.m.
NER Named-entity recognition batch_69abdb2f210881909126307cc92ebfef completed March 7, 2026, 8 a.m.
NED1 Entity disambiguation (via context triple) batch_69afbbc828388190af6c3b75ed765401 completed March 10, 2026, 6:35 a.m.
NEDg Description generation batch_69afbc3b0aa08190ac0254e7e4300b9c completed March 10, 2026, 6:37 a.m.
NED2 Entity disambiguation (via description) batch_69afbcb25ee4819093a8bd77bbcd8a86 completed March 10, 2026, 6:39 a.m.
Created at: March 6, 2026, 9:56 p.m.