Triple

T16080628
Position Surface form Disambiguated ID Type / Status
Subject Galkayo Airport E390098 entity
Predicate IATACode P418 FINISHED
Object GLK
GLK is the IATA airport code for Galkayo Airport, which serves the city of Galkayo in central Somalia.
E1193112 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: GLK | Statement: [Galkayo Airport, IATACode, GLK]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: GLK
Context triple: [Galkayo Airport, IATACode, GLK]
  • A. Mercedes-Benz GLK-Class
    The Mercedes-Benz GLK-Class is a compact luxury SUV produced by the German automaker Mercedes-Benz, known for its boxy styling, premium interior, and all-wheel-drive capability.
  • B. SLK
    SLK is the FAA airport code for Adirondack Regional Airport, a public airport serving the Saranac Lake and Lake Placid region in New York.
  • C. SLK
    SLK is the vehicle registration code used on license plates for the town of Aschersleben in Germany.
  • D. Mercedes-Benz GLA
    The Mercedes-Benz GLA is a subcompact luxury crossover SUV that serves as the entry-level model in Mercedes-Benz’s SUV lineup.
  • E. Mercedes-Benz GLC-Class
    The Mercedes-Benz GLC-Class is a compact luxury crossover SUV known for its premium interior, advanced technology, and refined driving dynamics within the upscale SUV segment.
  • 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: GLK
Triple: [Galkayo Airport, IATACode, GLK]
Generated description
GLK is the IATA airport code for Galkayo Airport, which serves the city of Galkayo in central Somalia.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: GLK
Target entity description: GLK is the IATA airport code for Galkayo Airport, which serves the city of Galkayo in central Somalia.
  • A. Mercedes-Benz GLK-Class
    The Mercedes-Benz GLK-Class is a compact luxury SUV produced by the German automaker Mercedes-Benz, known for its boxy styling, premium interior, and all-wheel-drive capability.
  • B. SLK
    SLK is the FAA airport code for Adirondack Regional Airport, a public airport serving the Saranac Lake and Lake Placid region in New York.
  • C. SLK
    SLK is the vehicle registration code used on license plates for the town of Aschersleben in Germany.
  • D. Mercedes-Benz GLA
    The Mercedes-Benz GLA is a subcompact luxury crossover SUV that serves as the entry-level model in Mercedes-Benz’s SUV lineup.
  • E. Mercedes-Benz GLC-Class
    The Mercedes-Benz GLC-Class is a compact luxury crossover SUV known for its premium interior, advanced technology, and refined driving dynamics within the upscale SUV segment.
  • 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_69d86daf32ec8190a8c0466c8f49c3c0 completed April 10, 2026, 3:25 a.m.
NER Named-entity recognition batch_69e1844a5c68819086a13c93a787b436 completed April 17, 2026, 12:52 a.m.
NED1 Entity disambiguation (via context triple) batch_69ffe48adec081909623355eabee472c completed May 10, 2026, 1:51 a.m.
NEDg Description generation batch_69ffe6af1c4081908b57f4dc485fbb14 completed May 10, 2026, 2 a.m.
NED2 Entity disambiguation (via description) batch_69ffe769d56081908f723e92d327e315 completed May 10, 2026, 2:03 a.m.
Created at: April 10, 2026, 4:57 a.m.