Triple

T33909269
Position Surface form Disambiguated ID Type / Status
Subject Karpal Singh E869267 entity
Predicate stateConstituencyRepresented P196672 FINISHED
Object Bukit Gelugor (Penang State Legislative Assembly)
Bukit Gelugor is a state constituency in Penang, Malaysia, known for its strong opposition representation and association with prominent Democratic Action Party leaders.
 E2073200 NE FINISHED

How this triple was built (3 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: Bukit Gelugor (Penang State Legislative Assembly) | Statement: [Karpal Singh, stateConstituencyRepresented, Bukit Gelugor (Penang State Legislative Assembly)]
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: Bukit Gelugor (Penang State Legislative Assembly)
Triple: [Karpal Singh, stateConstituencyRepresented, Bukit Gelugor (Penang State Legislative Assembly)]
Generated description
Bukit Gelugor is a state constituency in Penang, Malaysia, known for its strong opposition representation and association with prominent Democratic Action Party leaders.
PD Predicate disambiguation gpt-5-mini-2025-08-07 
Target predicate: stateConstituencyRepresented
Context triple: [Karpal Singh, stateConstituencyRepresented, Bukit Gelugor (Penang State Legislative Assembly)]
  • A. representedConstituenciesIn
    Indicates that an individual or entity served as an official representative for one or more specified constituencies.
  • B. representsConstituenciesIn
    Indicates that an entity serves as the elected or official representative of certain constituencies within a specified governing body or jurisdiction.
  • C. representsConstituency
    Indicates that one entity serves as a constituent, component, or represented group within another entity, typically in a political or organizational context.
  • D. parliamentaryConstituencyRepresented
    Indicates the relationship in which a person or entity serves as the elected representative for a specific parliamentary constituency.
  • E. countyRepresented
    Indicates that a person or representative serves as the official representative for a particular county in a governing or organizational context.
  • F. None of above. chosen

Provenance (7 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_69f3499869bc8190b6c33a81686af226 completed April 30, 2026, 12:22 p.m.
NER Named-entity recognition batch_69fe610e1f6881908f10070ba64643cf completed May 8, 2026, 10:17 p.m.
NED1 Entity disambiguation (via context triple) batch_6a368247db708190ab313476a8650ef5 completed June 20, 2026, 12:06 p.m.
NEDg Description generation batch_6a36831f01fc8190a5e2026f6039883d completed June 20, 2026, 12:10 p.m.
NED2 Entity disambiguation (via description) batch_6a36845c22bc819083a9cbe9c3f3be9a completed June 20, 2026, 12:15 p.m.
PD Predicate disambiguation batch_69fe604c6c008190ad659e9b9fa82f7b completed May 8, 2026, 10:14 p.m.
PDg Predicate description generation batch_69fe610d75a48190bfd08a9bb957fcd3 completed May 8, 2026, 10:17 p.m.
Created at: May 1, 2026, 1:48 a.m.