Triple

T18572271
Position Surface form Disambiguated ID Type / Status
Subject Raffles Institution E453901 entity
Predicate hasAlumnus P51 FINISHED
Object Philip Yeo
Philip Yeo is a prominent Singaporean civil servant and economic strategist known for his leadership in industrial development and biomedical sciences initiatives.
 E1331332 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: Philip Yeo | Statement: [Raffles Institution, hasAlumnus, Philip Yeo]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Philip Yeo
Context triple: [Raffles Institution, hasAlumnus, Philip Yeo]
  • A. James Lucas Yeo
    James Lucas Yeo was a British Royal Navy officer of the early 19th century, noted for his leadership in naval operations during the War of 1812.
  • B. Kim Jee-woon
    Kim Jee-woon is a South Korean film director and screenwriter known for his stylish, genre-spanning works such as "A Tale of Two Sisters," "A Bittersweet Life," and "I Saw the Devil."
  • C. Wayne Wang
    Wayne Wang is a pioneering Chinese American filmmaker best known for directing influential cross-cultural dramas such as "Chan Is Missing" and "The Joy Luck Club."
  • D. Lee Isaac Chung
    Lee Isaac Chung is an American film director and screenwriter best known for his semi-autobiographical drama "Minari," which received widespread critical acclaim and multiple award nominations.
  • E. Hwang Dong-hyuk
    Hwang Dong-hyuk is a South Korean film and television director and screenwriter best known internationally for creating the hit Netflix survival drama series "Squid Game."
  • 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: Philip Yeo
Triple: [Raffles Institution, hasAlumnus, Philip Yeo]
Generated description
Philip Yeo is a prominent Singaporean civil servant and economic strategist known for his leadership in industrial development and biomedical sciences initiatives.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Philip Yeo
Target entity description: Philip Yeo is a prominent Singaporean civil servant and economic strategist known for his leadership in industrial development and biomedical sciences initiatives.
  • A. James Lucas Yeo
    James Lucas Yeo was a British Royal Navy officer of the early 19th century, noted for his leadership in naval operations during the War of 1812.
  • B. Kim Jee-woon
    Kim Jee-woon is a South Korean film director and screenwriter known for his stylish, genre-spanning works such as "A Tale of Two Sisters," "A Bittersweet Life," and "I Saw the Devil."
  • C. Wayne Wang
    Wayne Wang is a pioneering Chinese American filmmaker best known for directing influential cross-cultural dramas such as "Chan Is Missing" and "The Joy Luck Club."
  • D. Lee Isaac Chung
    Lee Isaac Chung is an American film director and screenwriter best known for his semi-autobiographical drama "Minari," which received widespread critical acclaim and multiple award nominations.
  • E. Hwang Dong-hyuk
    Hwang Dong-hyuk is a South Korean film and television director and screenwriter best known internationally for creating the hit Netflix survival drama series "Squid Game."
  • 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.