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.