Triple

T17093868
Position Surface form Disambiguated ID Type / Status
Subject Morocco Mall E414789 entity
Predicate servesArea P82 FINISHED
Object Casablanca metropolitan area
The Casablanca metropolitan area is Morocco’s largest urban and economic hub, encompassing the city of Casablanca and its surrounding suburbs along the Atlantic coast.
E1250735 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: Casablanca metropolitan area | Statement: [Morocco Mall, servesArea, Casablanca metropolitan area]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Casablanca metropolitan area
Context triple: [Morocco Mall, servesArea, Casablanca metropolitan area]
  • A. 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.
  • B. Bern metropolitan area
    The Bern metropolitan area is the urban region centered around Switzerland’s federal city of Bern, encompassing its surrounding suburbs and commuter towns as a key political and economic hub.
  • C. Lebanon metropolitan area
    The Lebanon metropolitan area is a small urban and suburban region in south-central Pennsylvania centered on the city of Lebanon and its surrounding communities.
  • D. 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.
  • E. Benghazi metropolitan area
    The Benghazi metropolitan area is the urban region centered on Benghazi, Libya’s second-largest city and a major economic, cultural, and political hub in the country.
  • 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: Casablanca metropolitan area
Triple: [Morocco Mall, servesArea, Casablanca metropolitan area]
Generated description
The Casablanca metropolitan area is Morocco’s largest urban and economic hub, encompassing the city of Casablanca and its surrounding suburbs along the Atlantic coast.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Casablanca metropolitan area
Target entity description: The Casablanca metropolitan area is Morocco’s largest urban and economic hub, encompassing the city of Casablanca and its surrounding suburbs along the Atlantic coast.
  • A. 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.
  • B. Bern metropolitan area
    The Bern metropolitan area is the urban region centered around Switzerland’s federal city of Bern, encompassing its surrounding suburbs and commuter towns as a key political and economic hub.
  • C. Lebanon metropolitan area
    The Lebanon metropolitan area is a small urban and suburban region in south-central Pennsylvania centered on the city of Lebanon and its surrounding communities.
  • D. 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.
  • E. Benghazi metropolitan area
    The Benghazi metropolitan area is the urban region centered on Benghazi, Libya’s second-largest city and a major economic, cultural, and political hub in the country.
  • 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_69d886cfc8e88190b05ba466edd35591 completed April 10, 2026, 5:12 a.m.
NER Named-entity recognition batch_69e3dbfb89348190942984037bd3bd2e completed April 18, 2026, 7:31 p.m.
NED1 Entity disambiguation (via context triple) batch_6a0139fbcbc08190be2a96d03daf0384 completed May 11, 2026, 2:07 a.m.
NEDg Description generation batch_6a013b18645c8190bbf4b7b67e07afaa completed May 11, 2026, 2:12 a.m.
NED2 Entity disambiguation (via description) batch_6a013bb1cde48190aac8aaa55dab68d1 completed May 11, 2026, 2:15 a.m.
Created at: April 10, 2026, 5:35 a.m.