Triple

T12567328
Position Surface form Disambiguated ID Type / Status
Subject Andrew Leung Kwan-yuen E295504 entity
Predicate memberOfPoliticalParty P10 FINISHED
Object Liberal Party (Hong Kong)
The Liberal Party (Hong Kong) is a pro-business, pro-establishment political party that primarily represents the interests of the business and professional sectors within Hong Kong’s political system.
 E990732 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: Liberal Party (Hong Kong) | Statement: [Andrew Leung Kwan-yuen, memberOfPoliticalParty, Liberal Party (Hong Kong)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Liberal Party (Hong Kong)
Context triple: [Andrew Leung Kwan-yuen, memberOfPoliticalParty, Liberal Party (Hong Kong)]
  • A. Progressive Citizens' Party
    The Progressive Citizens' Party is a conservative political party in Liechtenstein that has been one of the country's two major parties and has produced several prime ministers.
  • B. Liberal Democratic Union
    The Liberal Democratic Union was an Italian political party that emerged as a liberal-democratic successor to the historic Italian Liberal Party.
  • C. National Liberal Party
    The National Liberal Party was a major center-right liberal political party in the German Empire that championed economic liberalism, national unification, and close cooperation with industrial and business interests in the late 19th and early 20th centuries.
  • D. National Liberal Party
    The National Liberal Party is a Lebanese political party known for its Christian nationalist orientation and historical opposition to Syrian influence in Lebanon.
  • E. People’s Action Party
    The People’s Action Party is Singapore’s long-ruling dominant political party, known for its technocratic governance, economic pragmatism, and central role in the country’s development since independence.
  • 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: Liberal Party (Hong Kong)
Triple: [Andrew Leung Kwan-yuen, memberOfPoliticalParty, Liberal Party (Hong Kong)]
Generated description
The Liberal Party (Hong Kong) is a pro-business, pro-establishment political party that primarily represents the interests of the business and professional sectors within Hong Kong’s political system.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Liberal Party (Hong Kong)
Target entity description: The Liberal Party (Hong Kong) is a pro-business, pro-establishment political party that primarily represents the interests of the business and professional sectors within Hong Kong’s political system.
  • A. Progressive Citizens' Party
    The Progressive Citizens' Party is a conservative political party in Liechtenstein that has been one of the country's two major parties and has produced several prime ministers.
  • B. Liberal Democratic Union
    The Liberal Democratic Union was an Italian political party that emerged as a liberal-democratic successor to the historic Italian Liberal Party.
  • C. National Liberal Party
    The National Liberal Party was a major center-right liberal political party in the German Empire that championed economic liberalism, national unification, and close cooperation with industrial and business interests in the late 19th and early 20th centuries.
  • D. National Liberal Party
    The National Liberal Party is a Lebanese political party known for its Christian nationalist orientation and historical opposition to Syrian influence in Lebanon.
  • E. People’s Action Party
    The People’s Action Party is Singapore’s long-ruling dominant political party, known for its technocratic governance, economic pragmatism, and central role in the country’s development since independence.
  • 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_69d6ad9cac2c81908e8a7bed82d1e21d completed April 8, 2026, 7:33 p.m.
NER Named-entity recognition batch_69d954a325948190994bcfc9d571a3a8 completed April 10, 2026, 7:50 p.m.
NED1 Entity disambiguation (via context triple) batch_69f655914f908190afbebbec3cb57e73 completed May 2, 2026, 7:50 p.m.
NEDg Description generation batch_69f657e504c881909b960acc7758b39d completed May 2, 2026, 8 p.m.
NED2 Entity disambiguation (via description) batch_69f658a80fd08190b1b8c161ca6e56ec completed May 2, 2026, 8:03 p.m.
Created at: April 8, 2026, 11:49 p.m.