Triple

T12153161
Position Surface form Disambiguated ID Type / Status
Subject Johor Bahru District E289507 entity
Predicate contains P35 FINISHED
Object Masai
Masai is a suburban town in the Johor Bahru metropolitan area of Johor, Malaysia, known for its residential communities and local commercial centers.
 E970180 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: Masai | Statement: [Johor Bahru District, contains, Masai]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Masai
Context triple: [Johor Bahru District, contains, Masai]
  • A. Maasai
    Maasai is a Nilotic language spoken primarily by the Maasai people of Kenya and Tanzania.
  • B. Meru people
    The Meru people are a Bantu ethnic group of central Kenya whose identity, traditions, and spiritual life are closely tied to the landscapes and sacred sites around Mount Kenya.
  • C. Marakwet people
    The Marakwet people are a Kalenjin ethnic group from Kenya’s Rift Valley, known for their terraced agriculture, rich oral traditions, and distinctive cultural practices.
  • D. Martu people
    The Martu people are an Aboriginal Australian group whose ancestral lands span a vast area of the Western Desert, maintaining strong cultural, linguistic, and spiritual traditions closely tied to their desert country.
  • E. Ngamo people
    The Ngamo people are an ethnic group primarily found in northeastern Nigeria, known for their distinct Chadic language and cultural traditions.
  • 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: Masai
Triple: [Johor Bahru District, contains, Masai]
Generated description
Masai is a suburban town in the Johor Bahru metropolitan area of Johor, Malaysia, known for its residential communities and local commercial centers.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Masai
Target entity description: Masai is a suburban town in the Johor Bahru metropolitan area of Johor, Malaysia, known for its residential communities and local commercial centers.
  • A. Maasai
    Maasai is a Nilotic language spoken primarily by the Maasai people of Kenya and Tanzania.
  • B. Meru people
    The Meru people are a Bantu ethnic group of central Kenya whose identity, traditions, and spiritual life are closely tied to the landscapes and sacred sites around Mount Kenya.
  • C. Marakwet people
    The Marakwet people are a Kalenjin ethnic group from Kenya’s Rift Valley, known for their terraced agriculture, rich oral traditions, and distinctive cultural practices.
  • D. Martu people
    The Martu people are an Aboriginal Australian group whose ancestral lands span a vast area of the Western Desert, maintaining strong cultural, linguistic, and spiritual traditions closely tied to their desert country.
  • E. Ngamo people
    The Ngamo people are an ethnic group primarily found in northeastern Nigeria, known for their distinct Chadic language and cultural traditions.
  • 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_69d6ab4c6710819097a9d228382dde43 completed April 8, 2026, 7:23 p.m.
NER Named-entity recognition batch_69d915bf615c8190ad5f8ae8665678dc completed April 10, 2026, 3:22 p.m.
NED1 Entity disambiguation (via context triple) batch_69f60a80aa6881908111cc47b5fe8b9e completed May 2, 2026, 2:30 p.m.
NEDg Description generation batch_69f60c9276d0819086b5f7712fe8d6e6 completed May 2, 2026, 2:39 p.m.
NED2 Entity disambiguation (via description) batch_69f60d4889d48190b2dfda8a0978cc72 completed May 2, 2026, 2:42 p.m.
Created at: April 8, 2026, 9:49 p.m.