Triple

T19800363
Position Surface form Disambiguated ID Type / Status
Subject Essaouira Province E475655 entity
Predicate hasTransportInfrastructure P2560 FINISHED
Object Essaouira-Mogador Airport
Essaouira-Mogador Airport is a small international airport in western Morocco that serves the coastal city of Essaouira and its surrounding region.
E1395066 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: Essaouira-Mogador Airport | Statement: [Essaouira Province, hasTransportInfrastructure, Essaouira-Mogador Airport]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Essaouira-Mogador Airport
Context triple: [Essaouira Province, hasTransportInfrastructure, Essaouira-Mogador Airport]
  • A. Agadir–Al Massira Airport
    Agadir–Al Massira Airport is the main international airport serving the coastal city of Agadir in southwestern Morocco, handling both tourist and domestic air traffic.
  • B. Marrakesh Menara Airport
    Marrakesh Menara Airport is a major international airport in Marrakesh, Morocco, serving as a key gateway for tourists visiting the city and surrounding region.
  • C. Rabat–Salé Airport
    Rabat–Salé Airport is the main international airport serving Morocco’s capital region, handling both civilian and military air traffic.
  • D. Tangier Ibn Battouta Airport
    Tangier Ibn Battouta Airport is an international airport serving the city of Tangier in northern Morocco, named after the famous Moroccan explorer Ibn Battuta.
  • E. Oujda Angads Airport
    Oujda Angads Airport is an international airport serving the city of Oujda in northeastern Morocco, handling both domestic and international passenger flights.
  • 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: Essaouira-Mogador Airport
Triple: [Essaouira Province, hasTransportInfrastructure, Essaouira-Mogador Airport]
Generated description
Essaouira-Mogador Airport is a small international airport in western Morocco that serves the coastal city of Essaouira and its surrounding region.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Essaouira-Mogador Airport
Target entity description: Essaouira-Mogador Airport is a small international airport in western Morocco that serves the coastal city of Essaouira and its surrounding region.
  • A. Agadir–Al Massira Airport
    Agadir–Al Massira Airport is the main international airport serving the coastal city of Agadir in southwestern Morocco, handling both tourist and domestic air traffic.
  • B. Marrakesh Menara Airport
    Marrakesh Menara Airport is a major international airport in Marrakesh, Morocco, serving as a key gateway for tourists visiting the city and surrounding region.
  • C. Rabat–Salé Airport
    Rabat–Salé Airport is the main international airport serving Morocco’s capital region, handling both civilian and military air traffic.
  • D. Tangier Ibn Battouta Airport
    Tangier Ibn Battouta Airport is an international airport serving the city of Tangier in northern Morocco, named after the famous Moroccan explorer Ibn Battuta.
  • E. Oujda Angads Airport
    Oujda Angads Airport is an international airport serving the city of Oujda in northeastern Morocco, handling both domestic and international passenger flights.
  • 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_69d8e51bc4208190a1c57d8c5d1b15e4 completed April 10, 2026, 11:55 a.m.
NER Named-entity recognition batch_69e653cb865c81909696d2b37476f62f completed April 20, 2026, 4:26 p.m.
NED1 Entity disambiguation (via context triple) batch_6a07c5088834819086f4b8ac1e33401b completed May 16, 2026, 1:14 a.m.
NEDg Description generation batch_6a07c5f5a2808190bab75011262f86e6 completed May 16, 2026, 1:18 a.m.
NED2 Entity disambiguation (via description) batch_6a07c6745828819085ea6103a723380a completed May 16, 2026, 1:20 a.m.
Created at: April 10, 2026, 1:49 p.m.