Triple

T8532716
Position Surface form Disambiguated ID Type / Status
Subject David Marshall E201994 entity
Predicate memberOf P10 FINISHED
Object Workers' Party of Singapore
The Workers' Party of Singapore is a major opposition political party known for advocating democratic reforms, social justice, and greater political pluralism in Singapore’s parliamentary system.
 E740236 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: Workers' Party of Singapore | Statement: [David Marshall, memberOf, Workers' Party of Singapore]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Workers' Party of Singapore
Context triple: [David Marshall, memberOf, Workers' Party of Singapore]
  • A. United Workers Party
    The United Workers Party (Mapam) was a left-wing Zionist political party in Israel that combined socialist and Marxist ideals with strong support for the kibbutz movement and a pro-peace, pro-Soviet orientation in its early years.
  • B. 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.
  • C. Party of Democratic Action
    The Party of Democratic Action is a major Bosniak nationalist and conservative political party in Bosnia and Herzegovina, influential in the country’s post-war politics and governance.
  • D. Democratic Action Party
    The Democratic Action Party is a major Malaysian opposition party known for its multiracial, social democratic platform and strong support base among urban voters, particularly within the Chinese Malaysian community.
  • E. Praja Socialist Party
    The Praja Socialist Party was a prominent Indian political party formed in the early 1950s that advocated democratic socialism and played a key role in opposition politics in the decades after 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: Workers' Party of Singapore
Triple: [David Marshall, memberOf, Workers' Party of Singapore]
Generated description
The Workers' Party of Singapore is a major opposition political party known for advocating democratic reforms, social justice, and greater political pluralism in Singapore’s parliamentary system.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Workers' Party of Singapore
Target entity description: The Workers' Party of Singapore is a major opposition political party known for advocating democratic reforms, social justice, and greater political pluralism in Singapore’s parliamentary system.
  • A. United Workers Party
    The United Workers Party (Mapam) was a left-wing Zionist political party in Israel that combined socialist and Marxist ideals with strong support for the kibbutz movement and a pro-peace, pro-Soviet orientation in its early years.
  • B. 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.
  • C. Party of Democratic Action
    The Party of Democratic Action is a major Bosniak nationalist and conservative political party in Bosnia and Herzegovina, influential in the country’s post-war politics and governance.
  • D. Democratic Action Party
    The Democratic Action Party is a major Malaysian opposition party known for its multiracial, social democratic platform and strong support base among urban voters, particularly within the Chinese Malaysian community.
  • E. Praja Socialist Party
    The Praja Socialist Party was a prominent Indian political party formed in the early 1950s that advocated democratic socialism and played a key role in opposition politics in the decades after 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_69ca832355b08190b8b6a4ab4a4a3554 completed March 30, 2026, 2:05 p.m.
NER Named-entity recognition batch_69cbe678fe448190a50c6b0d149b081f completed March 31, 2026, 3:21 p.m.
NED1 Entity disambiguation (via context triple) batch_69ce6d70f81881908ac784608ad7a2aa completed April 2, 2026, 1:21 p.m.
NEDg Description generation batch_69ce6e69213c8190add7eb9cc74b1a33 completed April 2, 2026, 1:26 p.m.
NED2 Entity disambiguation (via description) batch_69ce6f28ae6481909a8a13613f3eb5e0 completed April 2, 2026, 1:29 p.m.
Created at: March 30, 2026, 6:17 p.m.