Triple

T9012946
Position Surface form Disambiguated ID Type / Status
Subject Kajang E215518 entity
Predicate stateConstituency P19338 FINISHED
Object Kajang (Selangor state constituency)
Kajang (Selangor state constituency) is a Malaysian electoral division in the state of Selangor that elects a representative to the Selangor State Legislative Assembly.
 E773628 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: Kajang (Selangor state constituency) | Statement: [Kajang, stateConstituency, Kajang (Selangor state constituency)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Kajang (Selangor state constituency)
Context triple: [Kajang, stateConstituency, Kajang (Selangor state constituency)]
  • A. Sepang (federal constituency)
    Sepang (federal constituency) is a parliamentary electoral district in the state of Selangor, Malaysia, represented in the Dewan Rakyat of the Malaysian Parliament.
  • B. Labuan federal constituency
    Labuan federal constituency is a Malaysian electoral district represented in the Dewan Rakyat, covering the Federal Territory of Labuan.
  • C. Subang (federal constituency)
    Subang (federal constituency) is a parliamentary electoral district in Selangor, Malaysia, represented in the Dewan Rakyat and encompassing the urban area around Subang Jaya.
  • D. Selangor State Legislative Assembly
    The Selangor State Legislative Assembly is the unicameral law-making body of the Malaysian state of Selangor, comprising elected representatives who debate and pass state laws and policies.
  • E. Kelantan State Legislative Assembly
    The Kelantan State Legislative Assembly is the unicameral law-making body of the Malaysian state of Kelantan, comprising elected representatives who enact state laws and oversee the state government.
  • 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: Kajang (Selangor state constituency)
Triple: [Kajang, stateConstituency, Kajang (Selangor state constituency)]
Generated description
Kajang (Selangor state constituency) is a Malaysian electoral division in the state of Selangor that elects a representative to the Selangor State Legislative Assembly.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Kajang (Selangor state constituency)
Target entity description: Kajang (Selangor state constituency) is a Malaysian electoral division in the state of Selangor that elects a representative to the Selangor State Legislative Assembly.
  • A. Sepang (federal constituency)
    Sepang (federal constituency) is a parliamentary electoral district in the state of Selangor, Malaysia, represented in the Dewan Rakyat of the Malaysian Parliament.
  • B. Labuan federal constituency
    Labuan federal constituency is a Malaysian electoral district represented in the Dewan Rakyat, covering the Federal Territory of Labuan.
  • C. Subang (federal constituency)
    Subang (federal constituency) is a parliamentary electoral district in Selangor, Malaysia, represented in the Dewan Rakyat and encompassing the urban area around Subang Jaya.
  • D. Selangor State Legislative Assembly
    The Selangor State Legislative Assembly is the unicameral law-making body of the Malaysian state of Selangor, comprising elected representatives who debate and pass state laws and policies.
  • E. Kelantan State Legislative Assembly
    The Kelantan State Legislative Assembly is the unicameral law-making body of the Malaysian state of Kelantan, comprising elected representatives who enact state laws and oversee the state government.
  • 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_69ca83a2bf088190986ee7a8eb90407d completed March 30, 2026, 2:07 p.m.
NER Named-entity recognition batch_69cc69f96980819093bfc49d48570c65 completed April 1, 2026, 12:42 a.m.
NED1 Entity disambiguation (via context triple) batch_69cfdba11a6481909cac624530a77ffe completed April 3, 2026, 3:24 p.m.
NEDg Description generation batch_69cfdc9868fc8190addad6b87b567277 completed April 3, 2026, 3:28 p.m.
NED2 Entity disambiguation (via description) batch_69cfe0aafe4c81908a5b31590f6c9152 completed April 3, 2026, 3:45 p.m.
Created at: March 30, 2026, 7:06 p.m.