Triple

T16562018
Position Surface form Disambiguated ID Type / Status
Subject Casablanca city center E402361 entity
Predicate contains P35 FINISHED
Object Boulevard Hassan II
Boulevard Hassan II is a major thoroughfare in central Casablanca, Morocco, known for its dense urban activity and role as a key commercial and traffic artery in the city.
E1221111 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: Boulevard Hassan II | Statement: [Casablanca city center, contains, Boulevard Hassan II]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Boulevard Hassan II
Context triple: [Casablanca city center, contains, Boulevard Hassan II]
  • A. Boulevard Mohammed V
    Boulevard Mohammed V is a major historic thoroughfare and commercial artery in central Casablanca, known for its blend of Art Deco and modern architecture, shops, and cafés.
  • B. Avenue Habib Bourguiba
    Avenue Habib Bourguiba is the main central boulevard of Tunis, known for its historic architecture, cafés, shops, and role as a focal point for political demonstrations and public life.
  • C. Avenue de Carthage
    Avenue de Carthage is a major central thoroughfare in Tunis, Tunisia, known for its shops, offices, and role as a key axis in the city’s downtown area.
  • D. Casablanca–Rabat highway
    The Casablanca–Rabat highway is a major Moroccan motorway linking the country’s largest city, Casablanca, with its capital, Rabat, and serving key coastal towns along the Atlantic corridor.
  • E. Algiers–Oran coastal road
    The Algiers–Oran coastal road is a major highway running along Algeria’s Mediterranean coast, linking the capital Algiers with the important port city of Oran and serving numerous coastal communities and tourist areas.
  • 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: Boulevard Hassan II
Triple: [Casablanca city center, contains, Boulevard Hassan II]
Generated description
Boulevard Hassan II is a major thoroughfare in central Casablanca, Morocco, known for its dense urban activity and role as a key commercial and traffic artery in the city.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Boulevard Hassan II
Target entity description: Boulevard Hassan II is a major thoroughfare in central Casablanca, Morocco, known for its dense urban activity and role as a key commercial and traffic artery in the city.
  • A. Boulevard Mohammed V
    Boulevard Mohammed V is a major historic thoroughfare and commercial artery in central Casablanca, known for its blend of Art Deco and modern architecture, shops, and cafés.
  • B. Avenue Habib Bourguiba
    Avenue Habib Bourguiba is the main central boulevard of Tunis, known for its historic architecture, cafés, shops, and role as a focal point for political demonstrations and public life.
  • C. Avenue de Carthage
    Avenue de Carthage is a major central thoroughfare in Tunis, Tunisia, known for its shops, offices, and role as a key axis in the city’s downtown area.
  • D. Casablanca–Rabat highway
    The Casablanca–Rabat highway is a major Moroccan motorway linking the country’s largest city, Casablanca, with its capital, Rabat, and serving key coastal towns along the Atlantic corridor.
  • E. Algiers–Oran coastal road
    The Algiers–Oran coastal road is a major highway running along Algeria’s Mediterranean coast, linking the capital Algiers with the important port city of Oran and serving numerous coastal communities and tourist areas.
  • 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_69d8838648088190acf97ef11fc3f61b completed April 10, 2026, 4:58 a.m.
NER Named-entity recognition batch_69e3576eb63081908cb5dc6c0a8a13ac completed April 18, 2026, 10:05 a.m.
NED1 Entity disambiguation (via context triple) batch_6a006eddb01081908e7ab59264199e15 completed May 10, 2026, 11:41 a.m.
NEDg Description generation batch_6a006f7ca0dc8190a75d84d9ffbf83e0 completed May 10, 2026, 11:43 a.m.
NED2 Entity disambiguation (via description) batch_6a00705453c081909e8401024e92b5aa completed May 10, 2026, 11:47 a.m.
Created at: April 10, 2026, 5:15 a.m.