Triple

T16370095
Position Surface form Disambiguated ID Type / Status
Subject Aqaba Governorate E397541 entity
Predicate hasKeyTransportInfrastructure P51097 FINISHED
Object Aqaba Airport
Aqaba Airport is a regional airport in southern Jordan that serves the coastal city of Aqaba and its surrounding governorate, supporting both tourism and local air travel.
E1215532 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: Aqaba Airport | Statement: [Aqaba Governorate, hasKeyTransportInfrastructure, Aqaba Airport]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Aqaba Airport
Context triple: [Aqaba Governorate, hasKeyTransportInfrastructure, Aqaba Airport]
  • A. Red Sea International Airport
    Red Sea International Airport is a modern airport in Saudi Arabia built to serve the luxury tourism and development hub of the Red Sea Project on the kingdom’s western coast.
  • B. Al Ghaydah Airport
    Al Ghaydah Airport is a regional civilian airport serving the city of Al Ghaydah and the surrounding Mahra Governorate in eastern Yemen.
  • C. Salalah Airport
    Salalah Airport is a major international airport in southern Oman serving the city of Salalah and the Dhofar region, handling both domestic and regional flights and supporting the area’s tourism and trade.
  • D. Amman Civil Airport
    Amman Civil Airport is a smaller domestic and regional airport serving Jordan’s capital, primarily handling general aviation and short-haul flights.
  • E. Marsa Alam International Airport
    Marsa Alam International Airport is a modern Egyptian airport on the Red Sea coast that serves as a key gateway for tourists visiting the resort town of Marsa Alam and surrounding diving destinations.
  • 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: Aqaba Airport
Triple: [Aqaba Governorate, hasKeyTransportInfrastructure, Aqaba Airport]
Generated description
Aqaba Airport is a regional airport in southern Jordan that serves the coastal city of Aqaba and its surrounding governorate, supporting both tourism and local air travel.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Aqaba Airport
Target entity description: Aqaba Airport is a regional airport in southern Jordan that serves the coastal city of Aqaba and its surrounding governorate, supporting both tourism and local air travel.
  • A. Red Sea International Airport
    Red Sea International Airport is a modern airport in Saudi Arabia built to serve the luxury tourism and development hub of the Red Sea Project on the kingdom’s western coast.
  • B. Al Ghaydah Airport
    Al Ghaydah Airport is a regional civilian airport serving the city of Al Ghaydah and the surrounding Mahra Governorate in eastern Yemen.
  • C. Salalah Airport
    Salalah Airport is a major international airport in southern Oman serving the city of Salalah and the Dhofar region, handling both domestic and regional flights and supporting the area’s tourism and trade.
  • D. Amman Civil Airport
    Amman Civil Airport is a smaller domestic and regional airport serving Jordan’s capital, primarily handling general aviation and short-haul flights.
  • E. Marsa Alam International Airport
    Marsa Alam International Airport is a modern Egyptian airport on the Red Sea coast that serves as a key gateway for tourists visiting the resort town of Marsa Alam and surrounding diving destinations.
  • 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_69d87f2778dc8190aa95c7572db127e6 completed April 10, 2026, 4:40 a.m.
NER Named-entity recognition batch_69e2ff414d808190beae2ff162e430f8 completed April 18, 2026, 3:49 a.m.
NED1 Entity disambiguation (via context triple) batch_6a004f41703c81908fb040a9107045ae completed May 10, 2026, 9:26 a.m.
NEDg Description generation batch_6a005345eb2481909bb82f4a35132537 completed May 10, 2026, 9:43 a.m.
NED2 Entity disambiguation (via description) batch_6a0053a22c3481908757cf3c27ffba83 completed May 10, 2026, 9:45 a.m.
Created at: April 10, 2026, 5:08 a.m.