Triple

T18572356
Position Surface form Disambiguated ID Type / Status
Subject Raffles Institution E453901 entity
Predicate hasAlumnus P51 FINISHED
Object Jamus Lim
Jamus Lim is a Singaporean economist, academic, and politician best known for serving as a Workers’ Party Member of Parliament.
 E1331366 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: Jamus Lim | Statement: [Raffles Institution, hasAlumnus, Jamus Lim]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Jamus Lim
Context triple: [Raffles Institution, hasAlumnus, Jamus Lim]
  • A. Willy Leow
    Willy Leow was a German communist politician and activist who became a prominent leader in the militant workers’ organization Roter Frontkämpferbund during the Weimar Republic.
  • B. Mikael Daez
    Mikael Daez is a Filipino actor, model, and television host known for his work in various GMA Network shows and films.
  • C. Giong Lim
    Giong Lim is a musician and composer known for creating music featured in the film "Platform."
  • D. Ben Lui
    Ben Lui is a prominent Scottish mountain in the southern Highlands, renowned for its distinctive pyramid shape and popular with hikers and climbers.
  • E. Michael De Guzman
    Michael De Guzman is an American screenwriter best known for his work on the film "Jaws: The Revenge" and various television movies and series.
  • 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: Jamus Lim
Triple: [Raffles Institution, hasAlumnus, Jamus Lim]
Generated description
Jamus Lim is a Singaporean economist, academic, and politician best known for serving as a Workers’ Party Member of Parliament.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Jamus Lim
Target entity description: Jamus Lim is a Singaporean economist, academic, and politician best known for serving as a Workers’ Party Member of Parliament.
  • A. Willy Leow
    Willy Leow was a German communist politician and activist who became a prominent leader in the militant workers’ organization Roter Frontkämpferbund during the Weimar Republic.
  • B. Mikael Daez
    Mikael Daez is a Filipino actor, model, and television host known for his work in various GMA Network shows and films.
  • C. Giong Lim
    Giong Lim is a musician and composer known for creating music featured in the film "Platform."
  • D. Ben Lui
    Ben Lui is a prominent Scottish mountain in the southern Highlands, renowned for its distinctive pyramid shape and popular with hikers and climbers.
  • E. Michael De Guzman
    Michael De Guzman is an American screenwriter best known for his work on the film "Jaws: The Revenge" and various television movies and series.
  • 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.