Triple

T2900099
Position Surface form Disambiguated ID Type / Status
Subject Erg Chigaga E62633 entity
Predicate transportHubForAccess P2413 FINISHED
Object Zagora Airport
Zagora Airport is a small regional airport in southeastern Morocco that serves as a gateway for travelers heading into the nearby Sahara Desert and surrounding desert attractions.
E307874 NE FINISHED

How this triple was built (5 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: Zagora Airport | Statement: [Erg Chigaga, transportHubForAccess, Zagora Airport]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Zagora Airport
Context triple: [Erg Chigaga, transportHubForAccess, Zagora Airport]
  • A. Melilla Airport
    Melilla Airport is a small regional airport in the Spanish autonomous city of Melilla on the north coast of Africa, providing domestic connections to mainland Spain.
  • B. Ceuta Heliport
    Ceuta Heliport is a small public heliport in the Spanish exclave of Ceuta on the north coast of Africa, providing vital air connections—mainly to mainland Spain—across the Strait of Gibraltar.
  • C. 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.
  • D. 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.
  • E. Málaga Airport
    Málaga Airport is a major international airport in southern Spain serving the Costa del Sol and the city of Málaga as one of the country’s busiest tourist gateways.
  • 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: Zagora Airport
Triple: [Erg Chigaga, transportHubForAccess, Zagora Airport]
Generated description
Zagora Airport is a small regional airport in southeastern Morocco that serves as a gateway for travelers heading into the nearby Sahara Desert and surrounding desert attractions.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Zagora Airport
Target entity description: Zagora Airport is a small regional airport in southeastern Morocco that serves as a gateway for travelers heading into the nearby Sahara Desert and surrounding desert attractions.
  • A. Melilla Airport
    Melilla Airport is a small regional airport in the Spanish autonomous city of Melilla on the north coast of Africa, providing domestic connections to mainland Spain.
  • B. Ceuta Heliport
    Ceuta Heliport is a small public heliport in the Spanish exclave of Ceuta on the north coast of Africa, providing vital air connections—mainly to mainland Spain—across the Strait of Gibraltar.
  • C. 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.
  • D. 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.
  • E. Málaga Airport
    Málaga Airport is a major international airport in southern Spain serving the Costa del Sol and the city of Málaga as one of the country’s busiest tourist gateways.
  • F. None of above. chosen
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: transportHubForAccess
Context triple: [Erg Chigaga, transportHubForAccess, Zagora Airport]
  • A. transportHubType
    Indicates the specific category or kind of transport hub associated with an entity (e.g., airport, train station, bus terminal).
  • B. transportHubScope
    Indicates the extent or range of areas, routes, or services that a particular transport hub covers or connects.
  • C. transportFor
    Indicates a relationship where one entity serves as the means or service used to move another entity from one place to another.
  • D. hasTransportHub chosen
    Indicates that a location contains or serves as a central facility where multiple transport routes or modes connect for passenger or cargo movement.
  • E. transportAgnostic
    Indicates that the relationship or action is independent of, and unaffected by, the specific transport mechanism or communication channel used.
  • F. None of above.

Provenance (6 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_69ab4c3e070c8190b78d3d2c005876dd completed March 6, 2026, 9:50 p.m.
NER Named-entity recognition batch_69abe0b081308190af8875151fb11c4e completed March 7, 2026, 8:24 a.m.
NED1 Entity disambiguation (via context triple) batch_69b0318c544881909f6aabfb2d25e724 completed March 10, 2026, 2:58 p.m.
NEDg Description generation batch_69b038fdc7e881909dd0b6fd4f692e4a completed March 10, 2026, 3:30 p.m.
NED2 Entity disambiguation (via description) batch_69b03bca591c81908b3734cc8f2e712b completed March 10, 2026, 3:42 p.m.
PD Predicate disambiguation batch_69abdd19bac881908f047d616aca8438 completed March 7, 2026, 8:08 a.m.
Created at: March 6, 2026, 10:10 p.m.