Triple

T3943444
Position Surface form Disambiguated ID Type / Status
Subject Habous Quarter E92088 entity
Predicate partOf P40 FINISHED
Object city of Casablanca
The city of Casablanca is Morocco’s largest metropolis and economic hub, known for its bustling port, modern architecture, and historic districts such as the Habous Quarter.
E85071 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: city of Casablanca | Statement: [Habous Quarter, partOf, city of Casablanca]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: city of Casablanca
Context triple: [Habous Quarter, partOf, city of Casablanca]
  • A. Casablanca, French Morocco
    Casablanca, French Morocco was a strategically important port city and international crossroads in North Africa, known for its complex political tensions and refugee traffic during World War II.
  • B. Casablanca municipal council
    The Casablanca municipal council is the elected local government body responsible for administering and managing public affairs and services in the city of Casablanca, Morocco.
  • C. Medina of Salé
    The Medina of Salé is a historic walled old town in northwestern Morocco, known for its traditional architecture, markets, and role as a former corsair stronghold opposite Rabat.
  • D. Mogador
    Mogador is the former name of the historic Moroccan port city now known as Essaouira, renowned for its fortified medina and Atlantic coastal location.
  • E. Tangier
    Tangier is a historic Moroccan port city on the Strait of Gibraltar known for its blend of North African, European, and Middle Eastern influences and its long-standing role as a cultural crossroads.
  • 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: city of Casablanca
Triple: [Habous Quarter, partOf, city of Casablanca]
Generated description
The city of Casablanca is Morocco’s largest metropolis and economic hub, known for its bustling port, modern architecture, and historic districts such as the Habous Quarter.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: city of Casablanca
Target entity description: The city of Casablanca is Morocco’s largest metropolis and economic hub, known for its bustling port, modern architecture, and historic districts such as the Habous Quarter.
  • A. Casablanca, French Morocco
    Casablanca, French Morocco was a strategically important port city and international crossroads in North Africa, known for its complex political tensions and refugee traffic during World War II.
  • B. Casablanca municipal council chosen
    The Casablanca municipal council is the elected local government body responsible for administering and managing public affairs and services in the city of Casablanca, Morocco.
  • C. Medina of Salé
    The Medina of Salé is a historic walled old town in northwestern Morocco, known for its traditional architecture, markets, and role as a former corsair stronghold opposite Rabat.
  • D. Mogador
    Mogador is the former name of the historic Moroccan port city now known as Essaouira, renowned for its fortified medina and Atlantic coastal location.
  • E. Tangier
    Tangier is a historic Moroccan port city on the Strait of Gibraltar known for its blend of North African, European, and Middle Eastern influences and its long-standing role as a cultural crossroads.
  • 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_69aed965502c8190904ebad1203a4ae8 completed March 9, 2026, 2:29 p.m.
NER Named-entity recognition batch_69aeee00d94881908fcf5ee1e27b1658 completed March 9, 2026, 3:57 p.m.
NED1 Entity disambiguation (via context triple) batch_69b53394eccc8190a58534e749e24b07 completed March 14, 2026, 10:08 a.m.
NEDg Description generation batch_69b537609cfc8190a5eee10f24e5626f completed March 14, 2026, 10:24 a.m.
NED2 Entity disambiguation (via description) batch_69b537cf56188190af7046a498b58892 completed March 14, 2026, 10:26 a.m.
Created at: March 9, 2026, 3:24 p.m.