Triple

T8651990
Position Surface form Disambiguated ID Type / Status
Subject Jempol District E205121 entity
Predicate federalConstituency P49098 FINISHED
Object Jempol (federal constituency)
Jempol (federal constituency) is a parliamentary electoral division in Malaysia represented in the Dewan Rakyat, covering areas within the Jempol District of Negeri Sembilan.
 E748529 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: Jempol (federal constituency) | Statement: [Jempol District, federalConstituency, Jempol (federal constituency)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Jempol (federal constituency)
Context triple: [Jempol District, federalConstituency, Jempol (federal constituency)]
  • A. Labuan federal constituency
    Labuan federal constituency is a Malaysian electoral district represented in the Dewan Rakyat, covering the Federal Territory of Labuan.
  • B. Jempol District
    Jempol District is an administrative district in the Malaysian state of Negeri Sembilan, known for its mix of rural settlements, agriculture, and small-town centers.
  • C. Perlis State Legislative Assembly
    The Perlis State Legislative Assembly is the unicameral law-making body of the Malaysian state of Perlis, comprising elected representatives who enact state laws and oversee the state government.
  • D. 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.
  • E. Johor State Legislative Assembly
    The Johor State Legislative Assembly is the unicameral law-making body of the Malaysian state of Johor, comprising elected representatives who debate and pass state legislation 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: Jempol (federal constituency)
Triple: [Jempol District, federalConstituency, Jempol (federal constituency)]
Generated description
Jempol (federal constituency) is a parliamentary electoral division in Malaysia represented in the Dewan Rakyat, covering areas within the Jempol District of Negeri Sembilan.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Jempol (federal constituency)
Target entity description: Jempol (federal constituency) is a parliamentary electoral division in Malaysia represented in the Dewan Rakyat, covering areas within the Jempol District of Negeri Sembilan.
  • A. Labuan federal constituency
    Labuan federal constituency is a Malaysian electoral district represented in the Dewan Rakyat, covering the Federal Territory of Labuan.
  • B. Jempol District
    Jempol District is an administrative district in the Malaysian state of Negeri Sembilan, known for its mix of rural settlements, agriculture, and small-town centers.
  • C. Perlis State Legislative Assembly
    The Perlis State Legislative Assembly is the unicameral law-making body of the Malaysian state of Perlis, comprising elected representatives who enact state laws and oversee the state government.
  • D. 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.
  • E. Johor State Legislative Assembly
    The Johor State Legislative Assembly is the unicameral law-making body of the Malaysian state of Johor, comprising elected representatives who debate and pass state legislation 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_69ca834e56848190abb0eeaec9dedd32 completed March 30, 2026, 2:06 p.m.
NER Named-entity recognition batch_69cc5c2d852081908901f5d2a47035b0 completed March 31, 2026, 11:43 p.m.
NED1 Entity disambiguation (via context triple) batch_69ceccd1d7f88190a5440581325eac63 completed April 2, 2026, 8:08 p.m.
NEDg Description generation batch_69cece8c4bdc8190988990c675f50f86 completed April 2, 2026, 8:16 p.m.
NED2 Entity disambiguation (via description) batch_69cecf3a0e78819082cc7c43eceae309 completed April 2, 2026, 8:19 p.m.
Created at: March 30, 2026, 6:29 p.m.