Triple

T8838641
Position Surface form Disambiguated ID Type / Status
Subject Sepang E210329 entity
Predicate federalConstituency P49098 FINISHED
Object 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.
 E761397 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: Sepang (federal constituency) | Statement: [Sepang, federalConstituency, Sepang (federal constituency)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Sepang (federal constituency)
Context triple: [Sepang, federalConstituency, Sepang (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. Penang State Legislative Assembly
    The Penang State Legislative Assembly is the unicameral law-making body of the Malaysian state of Penang, comprising elected representatives who debate and pass state legislation and oversee the state government.
  • C. Pahang State Legislative Assembly
    The Pahang State Legislative Assembly is the unicameral legislative body responsible for making state laws and overseeing the government in the Malaysian state of Pahang.
  • D. Sepang District
    Sepang District is an administrative district in the southern part of Selangor, Malaysia, known for hosting major infrastructure and motorsport venues and forming part of the greater Kuala Lumpur metropolitan area.
  • E. Terengganu State Legislative Assembly
    The Terengganu State Legislative Assembly is the unicameral state parliament of Terengganu, Malaysia, responsible for making state laws and overseeing 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: Sepang (federal constituency)
Triple: [Sepang, federalConstituency, Sepang (federal constituency)]
Generated description
Sepang (federal constituency) is a parliamentary electoral district in the state of Selangor, Malaysia, represented in the Dewan Rakyat of the Malaysian Parliament.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Sepang (federal constituency)
Target entity description: Sepang (federal constituency) is a parliamentary electoral district in the state of Selangor, Malaysia, represented in the Dewan Rakyat of the Malaysian Parliament.
  • A. Labuan federal constituency
    Labuan federal constituency is a Malaysian electoral district represented in the Dewan Rakyat, covering the Federal Territory of Labuan.
  • B. Penang State Legislative Assembly
    The Penang State Legislative Assembly is the unicameral law-making body of the Malaysian state of Penang, comprising elected representatives who debate and pass state legislation and oversee the state government.
  • C. Pahang State Legislative Assembly
    The Pahang State Legislative Assembly is the unicameral legislative body responsible for making state laws and overseeing the government in the Malaysian state of Pahang.
  • D. Sepang District
    Sepang District is an administrative district in the southern part of Selangor, Malaysia, known for hosting major infrastructure and motorsport venues and forming part of the greater Kuala Lumpur metropolitan area.
  • E. Terengganu State Legislative Assembly
    The Terengganu State Legislative Assembly is the unicameral state parliament of Terengganu, Malaysia, responsible for making state laws and overseeing 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_69ca8388549c819095fd94eadefbb007 completed March 30, 2026, 2:07 p.m.
NER Named-entity recognition batch_69cc606c60ac8190b2b6bd7f042c02f8 completed April 1, 2026, 12:01 a.m.
NED1 Entity disambiguation (via context triple) batch_69cf89933e8c81909672bcec70f7d5ce completed April 3, 2026, 9:34 a.m.
NEDg Description generation batch_69cf8bb6d7dc8190a91864130513fa4e completed April 3, 2026, 9:43 a.m.
NED2 Entity disambiguation (via description) batch_69cf8ca3e2788190a33fb28132944759 completed April 3, 2026, 9:47 a.m.
Created at: March 30, 2026, 6:48 p.m.