Triple

T16831009
Position Surface form Disambiguated ID Type / Status
Subject Fez–Saïss Airport E409146 entity
Predicate isInMetropolitanArea P294 FINISHED
Object Fez metropolitan area
The Fez metropolitan area is the urban agglomeration centered on the historic Moroccan city of Fez, encompassing its surrounding suburbs and economic zones.
E1235588 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: Fez metropolitan area | Statement: [Fez–Saïss Airport, isInMetropolitanArea, Fez metropolitan area]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Fez metropolitan area
Context triple: [Fez–Saïss Airport, isInMetropolitanArea, Fez metropolitan area]
  • A. Bata metropolitan area
    The Bata metropolitan area is the urban region centered on the city of Bata in Equatorial Guinea, encompassing its surrounding communities and functioning as a major economic and population hub on the country’s mainland coast.
  • B. Lafia urban area
    Lafia urban area is the main urban center and capital city of Nasarawa State in central Nigeria, serving as a regional hub for administration, commerce, and transport.
  • C. San Bernardo urban area
    San Bernardo urban area is the principal urban settlement centered on the city of San Bernardo in Chile’s Maipo Province, forming part of the greater Santiago metropolitan region.
  • D. Nazareth metropolitan area
    The Nazareth metropolitan area is an urban region in northern Israel centered around the historic city of Nazareth and its surrounding towns and suburbs.
  • E. Madinaty
    Madinaty is a large, modern planned city and residential community on the outskirts of Cairo, Egypt, featuring extensive housing, green spaces, and amenities.
  • 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: Fez metropolitan area
Triple: [Fez–Saïss Airport, isInMetropolitanArea, Fez metropolitan area]
Generated description
The Fez metropolitan area is the urban agglomeration centered on the historic Moroccan city of Fez, encompassing its surrounding suburbs and economic zones.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Fez metropolitan area
Target entity description: The Fez metropolitan area is the urban agglomeration centered on the historic Moroccan city of Fez, encompassing its surrounding suburbs and economic zones.
  • A. Bata metropolitan area
    The Bata metropolitan area is the urban region centered on the city of Bata in Equatorial Guinea, encompassing its surrounding communities and functioning as a major economic and population hub on the country’s mainland coast.
  • B. Lafia urban area
    Lafia urban area is the main urban center and capital city of Nasarawa State in central Nigeria, serving as a regional hub for administration, commerce, and transport.
  • C. San Bernardo urban area
    San Bernardo urban area is the principal urban settlement centered on the city of San Bernardo in Chile’s Maipo Province, forming part of the greater Santiago metropolitan region.
  • D. Nazareth metropolitan area
    The Nazareth metropolitan area is an urban region in northern Israel centered around the historic city of Nazareth and its surrounding towns and suburbs.
  • E. Madinaty
    Madinaty is a large, modern planned city and residential community on the outskirts of Cairo, Egypt, featuring extensive housing, green spaces, and amenities.
  • 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_69d883952b048190887740a980b712ed completed April 10, 2026, 4:59 a.m.
NER Named-entity recognition batch_69e3b317af8c8190a09cb6d60d28e342 completed April 18, 2026, 4:36 p.m.
NED1 Entity disambiguation (via context triple) batch_6a00b2a2a5348190b14af8ab88a281b7 completed May 10, 2026, 4:30 p.m.
NEDg Description generation batch_6a00b475236c8190a345b4c8d3c6cfcf completed May 10, 2026, 4:38 p.m.
NED2 Entity disambiguation (via description) batch_6a00b6dfbf448190b41bb7d103ddfc0a completed May 10, 2026, 4:48 p.m.
Created at: April 10, 2026, 5:23 a.m.