Triple

T18572173
Position Surface form Disambiguated ID Type / Status
Subject Lee Kuan Yew E453899 entity
Predicate notableWork P4 FINISHED
Object From Third World to First: The Singapore Story
From Third World to First: The Singapore Story is Lee Kuan Yew’s memoir chronicling Singapore’s transformation from a poor, newly independent state into a modern, prosperous nation.
E1331315 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: From Third World to First: The Singapore Story | Statement: [Lee Kuan Yew, notableWork, From Third World to First: The Singapore Story]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: From Third World to First: The Singapore Story
Context triple: [Lee Kuan Yew, notableWork, From Third World to First: The Singapore Story]
  • A. Majulah Singapura
    Majulah Singapura is the national motto and anthem of Singapore, expressing the country's spirit of progress and unity.
  • B. Indianization of Southeast Asia
    Indianization of Southeast Asia refers to the historical process by which Indian religions, political models, languages, and cultural practices spread to and profoundly influenced the societies of Southeast Asia.
  • C. Thunder from the East: Portrait of a Rising Asia
    Thunder from the East: Portrait of a Rising Asia is a nonfiction book that examines Asia’s rapid economic and social transformation and its implications for the global future.
  • D. Les Vues de Singapour
    Les Vues de Singapour is a panoramic wallpaper artwork showcasing expansive views of Singapore’s cityscape.
  • E. Resurgent Asia: Diversity in Development
    Resurgent Asia: Diversity in Development is a scholarly book by economist Deepak Nayyar that analyzes Asia’s economic rise, emphasizing the varied historical paths, policies, and development experiences across Asian countries.
  • 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: From Third World to First: The Singapore Story
Triple: [Lee Kuan Yew, notableWork, From Third World to First: The Singapore Story]
Generated description
From Third World to First: The Singapore Story is Lee Kuan Yew’s memoir chronicling Singapore’s transformation from a poor, newly independent state into a modern, prosperous nation.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: From Third World to First: The Singapore Story
Target entity description: From Third World to First: The Singapore Story is Lee Kuan Yew’s memoir chronicling Singapore’s transformation from a poor, newly independent state into a modern, prosperous nation.
  • A. Majulah Singapura
    Majulah Singapura is the national motto and anthem of Singapore, expressing the country's spirit of progress and unity.
  • B. Indianization of Southeast Asia
    Indianization of Southeast Asia refers to the historical process by which Indian religions, political models, languages, and cultural practices spread to and profoundly influenced the societies of Southeast Asia.
  • C. Thunder from the East: Portrait of a Rising Asia
    Thunder from the East: Portrait of a Rising Asia is a nonfiction book that examines Asia’s rapid economic and social transformation and its implications for the global future.
  • D. Les Vues de Singapour
    Les Vues de Singapour is a panoramic wallpaper artwork showcasing expansive views of Singapore’s cityscape.
  • E. Resurgent Asia: Diversity in Development
    Resurgent Asia: Diversity in Development is a scholarly book by economist Deepak Nayyar that analyzes Asia’s economic rise, emphasizing the varied historical paths, policies, and development experiences across Asian countries.
  • 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.