Triple

T18572277
Position Surface form Disambiguated ID Type / Status
Subject Raffles Institution E453901 entity
Predicate hasAlumnus P51 FINISHED
Object Lim Kim San
Lim Kim San was a prominent Singaporean politician and public administrator best known for leading the nation’s early public housing program and serving in various key government and statutory board roles.
 E1331333 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: Lim Kim San | Statement: [Raffles Institution, hasAlumnus, Lim Kim San]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Lim Kim San
Context triple: [Raffles Institution, hasAlumnus, Lim Kim San]
  • A. Tan Kim Her
    Tan Kim Her is a former Malaysian badminton doubles specialist who later became a prominent international doubles coach.
  • B. Chan Kee Siak
    Chan Kee Siak is a Malaysian tech entrepreneur best known as the founder and CEO of Exabytes, one of Southeast Asia’s leading web hosting and cloud service providers.
  • C. Loong Kim Sang
    Loong Kim Sang is a renowned Cantonese opera performer celebrated as a leading successor to the art and style of legendary actress Yam Kim-fai.
  • D. Lee Hoi-sang
    Lee Hoi-sang is a Hong Kong martial artist and actor known for his villainous roles in classic kung fu films of the 1970s and 1980s.
  • E. Chow Kon Yeow
    Chow Kon Yeow is a Malaysian politician who has served as the Chief Minister of Penang.
  • 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: Lim Kim San
Triple: [Raffles Institution, hasAlumnus, Lim Kim San]
Generated description
Lim Kim San was a prominent Singaporean politician and public administrator best known for leading the nation’s early public housing program and serving in various key government and statutory board roles.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Lim Kim San
Target entity description: Lim Kim San was a prominent Singaporean politician and public administrator best known for leading the nation’s early public housing program and serving in various key government and statutory board roles.
  • A. Tan Kim Her
    Tan Kim Her is a former Malaysian badminton doubles specialist who later became a prominent international doubles coach.
  • B. Chan Kee Siak
    Chan Kee Siak is a Malaysian tech entrepreneur best known as the founder and CEO of Exabytes, one of Southeast Asia’s leading web hosting and cloud service providers.
  • C. Loong Kim Sang
    Loong Kim Sang is a renowned Cantonese opera performer celebrated as a leading successor to the art and style of legendary actress Yam Kim-fai.
  • D. Lee Hoi-sang
    Lee Hoi-sang is a Hong Kong martial artist and actor known for his villainous roles in classic kung fu films of the 1970s and 1980s.
  • E. Chow Kon Yeow
    Chow Kon Yeow is a Malaysian politician who has served as the Chief Minister of Penang.
  • 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_69d8d38974308190a9174430ef256b73 completed April 10, 2026, 10:40 a.m.
NER Named-entity recognition batch_69e53b032488819098de683bb5c42c4b completed April 19, 2026, 8:28 p.m.
NED1 Entity disambiguation (via context triple) batch_6a04f886f2e88190bf01061cb793c0ab completed May 13, 2026, 10:17 p.m.
NEDg Description generation batch_6a04f9511eb08190952be765862cd1ab completed May 13, 2026, 10:21 p.m.
NED2 Entity disambiguation (via description) batch_6a04f9dd338881908b300bab7947f736 completed May 13, 2026, 10:23 p.m.
Created at: April 10, 2026, 11:43 a.m.