Triple

T10103495
Position Surface form Disambiguated ID Type / Status
Subject Skudai E216259 entity
Predicate knownFor P22 FINISHED
Object Universiti Teknologi Malaysia main campus
Universiti Teknologi Malaysia main campus is the primary and largest campus of Universiti Teknologi Malaysia, a leading public research university specializing in engineering and technology.
 E840635 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 Teknologi Malaysia main campus | Statement: [Skudai, knownFor, Universiti Teknologi Malaysia main campus]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Universiti Teknologi Malaysia main campus
Context triple: [Skudai, knownFor, Universiti Teknologi Malaysia main campus]
  • A. 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.
  • B. 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.
  • C. Universiti Putra Malaysia
    Universiti Putra Malaysia is a leading Malaysian public research university renowned for its strengths in agriculture, forestry, and related scientific disciplines.
  • D. National University of Malaysia
    The National University of Malaysia is a leading Malaysian public research university known for its strong emphasis on national identity, Malay language scholarship, and comprehensive academic programs across diverse disciplines.
  • E. 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.
  • 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 Teknologi Malaysia main campus
Triple: [Skudai, knownFor, Universiti Teknologi Malaysia main campus]
Generated description
Universiti Teknologi Malaysia main campus is the primary and largest campus of Universiti Teknologi Malaysia, a leading public research university specializing in engineering and technology.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Universiti Teknologi Malaysia main campus
Target entity description: Universiti Teknologi Malaysia main campus is the primary and largest campus of Universiti Teknologi Malaysia, a leading public research university specializing in engineering and technology.
  • A. 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.
  • B. 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.
  • C. Universiti Putra Malaysia
    Universiti Putra Malaysia is a leading Malaysian public research university renowned for its strengths in agriculture, forestry, and related scientific disciplines.
  • D. National University of Malaysia
    The National University of Malaysia is a leading Malaysian public research university known for its strong emphasis on national identity, Malay language scholarship, and comprehensive academic programs across diverse disciplines.
  • E. 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.
  • 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_69ca83d039f08190b9d10363221c69fb completed March 30, 2026, 2:08 p.m.
NER Named-entity recognition batch_69cdd09af07c819099774af46ebf62d7 completed April 2, 2026, 2:12 a.m.
NED1 Entity disambiguation (via context triple) batch_69d2b6dcca848190851f6f1968fe244c completed April 5, 2026, 7:24 p.m.
NEDg Description generation batch_69d2b7e64fcc8190805a6a31c8a3786f completed April 5, 2026, 7:28 p.m.
NED2 Entity disambiguation (via description) batch_69d2b883959481909f330a26863621ae completed April 5, 2026, 7:31 p.m.
Created at: March 30, 2026, 9:03 p.m.