Triple

T2457714
Position Surface form Disambiguated ID Type / Status
Subject Chinese Malaysians E54459 entity
Predicate politicalPartyTraditionallySupported P4806 FINISHED
Object 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.
E269094 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: Democratic Action Party | Statement: [Chinese Malaysians, politicalPartyTraditionallySupported, Democratic Action Party]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Democratic Action Party
Context triple: [Chinese Malaysians, politicalPartyTraditionallySupported, Democratic Action Party]
  • A. People's National Party
    The People's National Party is one of Jamaica's major political parties, historically influential in shaping the country's governance and social-democratic policies.
  • B. 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.
  • C. United Labour Party
    The United Labour Party was an early 20th-century New Zealand political party that represented workers’ interests and helped lay the foundations for the modern New Zealand Labour Party.
  • D. People's National Action
    People's National Action was a right-wing Portuguese political party that supported the Estado Novo regime and served as the political base for leaders like Marcelo Caetano.
  • E. 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.
  • 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: Democratic Action Party
Triple: [Chinese Malaysians, politicalPartyTraditionallySupported, Democratic Action Party]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Democratic Action Party
Target entity description: 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.
  • A. People's National Party
    The People's National Party is one of Jamaica's major political parties, historically influential in shaping the country's governance and social-democratic policies.
  • B. 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.
  • C. United Labour Party
    The United Labour Party was an early 20th-century New Zealand political party that represented workers’ interests and helped lay the foundations for the modern New Zealand Labour Party.
  • D. People's National Action
    People's National Action was a right-wing Portuguese political party that supported the Estado Novo regime and served as the political base for leaders like Marcelo Caetano.
  • E. 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.
  • 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_69ab49dee84c819096b50a0049c347ac completed March 6, 2026, 9:40 p.m.
NER Named-entity recognition batch_69abd82f2020819086bbd321a750ce43 completed March 7, 2026, 7:47 a.m.
NED1 Entity disambiguation (via context triple) batch_69aef0cd7adc8190b855eb28285fefc5 completed March 9, 2026, 4:09 p.m.
NEDg Description generation batch_69aef53740508190893b14bb1b411a30 completed March 9, 2026, 4:28 p.m.
NED2 Entity disambiguation (via description) batch_69aef9594024819088e7afc0e64429ff completed March 9, 2026, 4:46 p.m.
Created at: March 6, 2026, 9:44 p.m.