Triple

T10345265
Position Surface form Disambiguated ID Type / Status
Subject Skhirat E243727 entity
Predicate transportConnection P1298 FINISHED
Object 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.
E857289 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–Rabat highway | Statement: [Skhirat, transportConnection, Casablanca–Rabat highway]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Casablanca–Rabat highway
Context triple: [Skhirat, transportConnection, Casablanca–Rabat highway]
  • A. Agadir–Marrakesh highway
    The Agadir–Marrakesh highway is a major Moroccan motorway linking the Atlantic coastal city of Agadir with the inland tourist and economic hub of Marrakesh, facilitating regional travel and trade in southern Morocco.
  • B. Agadir–Tiznit road
    The Agadir–Tiznit road is a key regional highway in southern Morocco that links the coastal city of Agadir with the town of Tiznit, supporting local trade, tourism, and access to the surrounding Souss-Massa region.
  • C. 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.
  • D. Algiers–Constantine corridor
    The Algiers–Constantine corridor is a major urban and transportation axis in northern Algeria linking the capital Algiers with the eastern city of Constantine and the intermediate coastal and inland regions.
  • E. Mecca–Arafat highway
    The Mecca–Arafat highway is a major road in Saudi Arabia that carries large numbers of pilgrims between the holy city of Mecca and the plain of Arafat during the Hajj.
  • 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–Rabat highway
Triple: [Skhirat, transportConnection, Casablanca–Rabat highway]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Casablanca–Rabat highway
Target entity description: 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.
  • A. Agadir–Marrakesh highway
    The Agadir–Marrakesh highway is a major Moroccan motorway linking the Atlantic coastal city of Agadir with the inland tourist and economic hub of Marrakesh, facilitating regional travel and trade in southern Morocco.
  • B. Agadir–Tiznit road
    The Agadir–Tiznit road is a key regional highway in southern Morocco that links the coastal city of Agadir with the town of Tiznit, supporting local trade, tourism, and access to the surrounding Souss-Massa region.
  • C. 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.
  • D. Algiers–Constantine corridor
    The Algiers–Constantine corridor is a major urban and transportation axis in northern Algeria linking the capital Algiers with the eastern city of Constantine and the intermediate coastal and inland regions.
  • E. Mecca–Arafat highway
    The Mecca–Arafat highway is a major road in Saudi Arabia that carries large numbers of pilgrims between the holy city of Mecca and the plain of Arafat during the Hajj.
  • 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_69d381b22b8c8190aaed476be5f872a9 completed April 6, 2026, 9:49 a.m.
NER Named-entity recognition batch_69d4e923e3d08190971073ce41ff860f completed April 7, 2026, 11:23 a.m.
NED1 Entity disambiguation (via context triple) batch_69d7507f708c8190b8cf684704a6e47d completed April 9, 2026, 7:08 a.m.
NEDg Description generation batch_69d751ab890c8190b1549619049dab91 completed April 9, 2026, 7:13 a.m.
NED2 Entity disambiguation (via description) batch_69d7619e97588190a1443f9438c6efc0 completed April 9, 2026, 8:21 a.m.
Created at: April 6, 2026, 11:56 a.m.