Triple

T14510251
Position Surface form Disambiguated ID Type / Status
Subject Costa Malaz E340376 entity
Predicate partOf P40 FINISHED
Object Greater Doha metropolitan area
The Greater Doha metropolitan area is the principal urban and economic hub of Qatar, encompassing the capital city of Doha and its surrounding districts and suburbs.
 E1091112 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: Greater Doha metropolitan area | Statement: [Costa Malaz, partOf, Greater Doha metropolitan area]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Greater Doha metropolitan area
Context triple: [Costa Malaz, partOf, Greater Doha metropolitan area]
  • A. Doha District
    Doha District is an administrative area centered on Qatar’s capital city, serving as the country’s primary political, economic, and cultural hub.
  • B. Doha district
    Doha district is an urban administrative area within Kuwait’s capital region, forming part of the metropolitan core of Kuwait City.
  • C. Al-Doha
    Al-Doha is a Palestinian town located in the Bethlehem Governorate of the West Bank.
  • D. Hamad Town
    Hamad Town is a planned residential town in Bahrain known for its large roundabouts and diverse, predominantly middle-class population.
  • E. Al Wakrah
    Al Wakrah is a coastal city in southeastern Qatar known for its historic fishing and pearling heritage and as the site of the modern Al Janoub Stadium.
  • 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: Greater Doha metropolitan area
Triple: [Costa Malaz, partOf, Greater Doha metropolitan area]
Generated description
The Greater Doha metropolitan area is the principal urban and economic hub of Qatar, encompassing the capital city of Doha and its surrounding districts and suburbs.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Greater Doha metropolitan area
Target entity description: The Greater Doha metropolitan area is the principal urban and economic hub of Qatar, encompassing the capital city of Doha and its surrounding districts and suburbs.
  • A. Doha District chosen
    Doha District is an administrative area centered on Qatar’s capital city, serving as the country’s primary political, economic, and cultural hub.
  • B. Doha district
    Doha district is an urban administrative area within Kuwait’s capital region, forming part of the metropolitan core of Kuwait City.
  • C. Al-Doha
    Al-Doha is a Palestinian town located in the Bethlehem Governorate of the West Bank.
  • D. Hamad Town
    Hamad Town is a planned residential town in Bahrain known for its large roundabouts and diverse, predominantly middle-class population.
  • E. Al Wakrah
    Al Wakrah is a coastal city in southeastern Qatar known for its historic fishing and pearling heritage and as the site of the modern Al Janoub Stadium.
  • F. None of above.

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_69d822d9c0408190b9a2b3643e58bb4d completed April 9, 2026, 10:06 p.m.
NER Named-entity recognition batch_69de94e5b7b48190878be271840c265b completed April 14, 2026, 7:26 p.m.
NED1 Entity disambiguation (via context triple) batch_69fe24a10afc8190b1ed1b10a4443e8f completed May 8, 2026, 6 p.m.
NEDg Description generation batch_69fe26e70adc81908359880da24d4272 completed May 8, 2026, 6:09 p.m.
NED2 Entity disambiguation (via description) batch_69fe28589f9c8190a4e84455c61b4ed3 completed May 8, 2026, 6:15 p.m.
Created at: April 10, 2026, 1:21 a.m.