Triple

T22021592
Position Surface form Disambiguated ID Type / Status
Subject Arrondissement of Dunkirk E543857 entity
Predicate hasUrbanCenter P2106 FINISHED
Object Dunkirk metropolitan area
The Dunkirk metropolitan area is an urban agglomeration in northern France centered on the port city of Dunkirk, known for its industrial activities and strategic coastal location on the North Sea.
E1514094 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: Dunkirk metropolitan area | Statement: [Arrondissement of Dunkirk, hasUrbanCenter, Dunkirk metropolitan area]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Dunkirk metropolitan area
Context triple: [Arrondissement of Dunkirk, hasUrbanCenter, Dunkirk metropolitan area]
  • A. Douglas conurbation
    The Douglas conurbation is the main urban and economic agglomeration centered on Douglas, the capital of the Isle of Man, encompassing surrounding residential areas such as Onchan.
  • B. Brighton metropolitan area
    The Brighton metropolitan area is a suburban region in Colorado centered around the city of Brighton, encompassing surrounding communities that share residential, commercial, and educational services.
  • C. Bristol urban area
    The Bristol urban area is a major conurbation in South West England centered on the city of Bristol and encompassing its surrounding suburbs and satellite towns.
  • D. Southampton urban area
    The Southampton urban area is the contiguous built-up region centered on the city of Southampton on England’s south coast, encompassing its suburbs and surrounding settlements.
  • E. Oxford urban area
    The Oxford urban area is the contiguous built-up region centered on the historic city of Oxford in England, encompassing the city and its surrounding suburbs and settlements.
  • 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: Dunkirk metropolitan area
Triple: [Arrondissement of Dunkirk, hasUrbanCenter, Dunkirk metropolitan area]
Generated description
The Dunkirk metropolitan area is an urban agglomeration in northern France centered on the port city of Dunkirk, known for its industrial activities and strategic coastal location on the North Sea.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Dunkirk metropolitan area
Target entity description: The Dunkirk metropolitan area is an urban agglomeration in northern France centered on the port city of Dunkirk, known for its industrial activities and strategic coastal location on the North Sea.
  • A. Douglas conurbation
    The Douglas conurbation is the main urban and economic agglomeration centered on Douglas, the capital of the Isle of Man, encompassing surrounding residential areas such as Onchan.
  • B. Brighton metropolitan area
    The Brighton metropolitan area is a suburban region in Colorado centered around the city of Brighton, encompassing surrounding communities that share residential, commercial, and educational services.
  • C. Bristol urban area
    The Bristol urban area is a major conurbation in South West England centered on the city of Bristol and encompassing its surrounding suburbs and satellite towns.
  • D. Southampton urban area
    The Southampton urban area is the contiguous built-up region centered on the city of Southampton on England’s south coast, encompassing its suburbs and surrounding settlements.
  • E. Oxford urban area
    The Oxford urban area is the contiguous built-up region centered on the historic city of Oxford in England, encompassing the city and its surrounding suburbs and settlements.
  • 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_69e11e2e8ea4819084210fe06d3a1b8d completed April 16, 2026, 5:36 p.m.
NER Named-entity recognition batch_69f127c7b3308190ac056bef6f82722e completed April 28, 2026, 9:33 p.m.
NED1 Entity disambiguation (via context triple) batch_6a0a738527b481908b8f5aeb7d4cf5c7 completed May 18, 2026, 2:03 a.m.
NEDg Description generation batch_6a0a745e534881909a681b9f2234afa5 completed May 18, 2026, 2:07 a.m.
NED2 Entity disambiguation (via description) batch_6a0a7857e6dc819088b592cdff7d4cf3 completed May 18, 2026, 2:24 a.m.
Created at: April 16, 2026, 8:23 p.m.