Triple

T5602224
Position Surface form Disambiguated ID Type / Status
Subject Manipal Institute of Technology E147145 entity
Predicate notableAlumnus P304 FINISHED
Object Sheikh Muszaphar Shukor
Sheikh Muszaphar Shukor is a Malaysian orthopedic surgeon and astronaut who became the first Malaysian to fly into space as part of a 2007 Soyuz mission to the International Space Station.
E533760 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: Sheikh Muszaphar Shukor | Statement: [Manipal Institute of Technology, notableAlumnus, Sheikh Muszaphar Shukor]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Sheikh Muszaphar Shukor
Context triple: [Manipal Institute of Technology, notableAlumnus, Sheikh Muszaphar Shukor]
  • A. Tuanku Naquiyuddin
    Tuanku Naquiyuddin is a Malaysian royal figure and member of the Negeri Sembilan royal family, known as the son of the late Yang di-Pertuan Besar Tuanku Ja’afar.
  • B. Hishammuddin Hussein
    Hishammuddin Hussein is a Malaysian politician who has held several key ministerial posts, including Minister of Defence and Minister of Home Affairs, and is a prominent member of the United Malays National Organisation (UMNO).
  • C. Onn Jaafar
    Onn Jaafar was a prominent Malaysian nationalist leader and founder of the United Malays National Organisation (UMNO), instrumental in the country’s struggle for independence.
  • D. Rahman Sidek
    Rahman Sidek is a former Malaysian badminton player from the renowned Sidek family, known for representing Malaysia internationally and contributing to the country's badminton legacy.
  • E. Tuanku Munawir
    Tuanku Munawir was the ninth Yang di-Pertuan Besar (ruler) of the Malaysian state of Negeri Sembilan and the father of Tuanku Ja’afar.
  • 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: Sheikh Muszaphar Shukor
Triple: [Manipal Institute of Technology, notableAlumnus, Sheikh Muszaphar Shukor]
Generated description
Sheikh Muszaphar Shukor is a Malaysian orthopedic surgeon and astronaut who became the first Malaysian to fly into space as part of a 2007 Soyuz mission to the International Space Station.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Sheikh Muszaphar Shukor
Target entity description: Sheikh Muszaphar Shukor is a Malaysian orthopedic surgeon and astronaut who became the first Malaysian to fly into space as part of a 2007 Soyuz mission to the International Space Station.
  • A. Tuanku Naquiyuddin
    Tuanku Naquiyuddin is a Malaysian royal figure and member of the Negeri Sembilan royal family, known as the son of the late Yang di-Pertuan Besar Tuanku Ja’afar.
  • B. Hishammuddin Hussein
    Hishammuddin Hussein is a Malaysian politician who has held several key ministerial posts, including Minister of Defence and Minister of Home Affairs, and is a prominent member of the United Malays National Organisation (UMNO).
  • C. Onn Jaafar
    Onn Jaafar was a prominent Malaysian nationalist leader and founder of the United Malays National Organisation (UMNO), instrumental in the country’s struggle for independence.
  • D. Rahman Sidek
    Rahman Sidek is a former Malaysian badminton player from the renowned Sidek family, known for representing Malaysia internationally and contributing to the country's badminton legacy.
  • E. Tuanku Munawir
    Tuanku Munawir was the ninth Yang di-Pertuan Besar (ruler) of the Malaysian state of Negeri Sembilan and the father of Tuanku Ja’afar.
  • 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_69c009043d648190a7af89698ccf1e3e completed March 22, 2026, 3:21 p.m.
NER Named-entity recognition batch_69c020dbd6dc8190ba011876c205754e completed March 22, 2026, 5:03 p.m.
NED1 Entity disambiguation (via context triple) batch_69c02873b1dc8190b11a6c069f3e4f7e completed March 22, 2026, 5:35 p.m.
NEDg Description generation batch_69c035f54f6c8190badbfd800012c399 completed March 22, 2026, 6:33 p.m.
NED2 Entity disambiguation (via description) batch_69c036f0edb48190bfa74f7f2c9d9ab1 completed March 22, 2026, 6:37 p.m.
Created at: March 22, 2026, 3:39 p.m.