Triple

T15005646
Position Surface form Disambiguated ID Type / Status
Subject Emerald, Queensland E377704 entity
Predicate hasAirport P105 FINISHED
Object Emerald Airport
Emerald Airport is a regional airport serving the town of Emerald and the surrounding Central Highlands region in Queensland, Australia.
E1151962 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: Emerald Airport | Statement: [Emerald, Queensland, hasAirport, Emerald Airport]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Emerald Airport
Context triple: [Emerald, Queensland, hasAirport, Emerald Airport]
  • A. Mwanza Airport
    Mwanza Airport is a regional airport in Mwanza, Tanzania, serving as a key hub for domestic flights and connections around Lake Victoria.
  • B. Muanda Airport
    Muanda Airport is a public airport serving the coastal town of Muanda in the western Democratic Republic of the Congo, providing regional air connectivity for passengers and cargo.
  • C. Bata Airport
    Bata Airport is the main public airport serving the coastal city of Bata in Equatorial Guinea, handling both domestic and limited international flights.
  • D. Tandag Airport
    Tandag Airport is a public domestic airport serving the city of Tandag in Surigao del Sur, Philippines, providing regional air connectivity to the area.
  • E. Kalemie Airport
    Kalemie Airport is a public airport serving the town of Kalemie in the Tanganyika Province of the Democratic Republic of the Congo, providing regional air transport connections.
  • 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: Emerald Airport
Triple: [Emerald, Queensland, hasAirport, Emerald Airport]
Generated description
Emerald Airport is a regional airport serving the town of Emerald and the surrounding Central Highlands region in Queensland, Australia.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Emerald Airport
Target entity description: Emerald Airport is a regional airport serving the town of Emerald and the surrounding Central Highlands region in Queensland, Australia.
  • A. Mwanza Airport
    Mwanza Airport is a regional airport in Mwanza, Tanzania, serving as a key hub for domestic flights and connections around Lake Victoria.
  • B. Muanda Airport
    Muanda Airport is a public airport serving the coastal town of Muanda in the western Democratic Republic of the Congo, providing regional air connectivity for passengers and cargo.
  • C. Bata Airport
    Bata Airport is the main public airport serving the coastal city of Bata in Equatorial Guinea, handling both domestic and limited international flights.
  • D. Tandag Airport
    Tandag Airport is a public domestic airport serving the city of Tandag in Surigao del Sur, Philippines, providing regional air connectivity to the area.
  • E. Kalemie Airport
    Kalemie Airport is a public airport serving the town of Kalemie in the Tanganyika Province of the Democratic Republic of the Congo, providing regional air transport connections.
  • 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_69d85cd3a3c881908c71fc424d459c17 completed April 10, 2026, 2:13 a.m.
NER Named-entity recognition batch_69ded7322b5c81909089cbbf816e1436 completed April 15, 2026, 12:09 a.m.
NED1 Entity disambiguation (via context triple) batch_69ff01d6ddbc81908b010a54ee728dfe completed May 9, 2026, 9:43 a.m.
NEDg Description generation batch_69ff0292e8288190bc46eaf4db57424b completed May 9, 2026, 9:46 a.m.
NED2 Entity disambiguation (via description) batch_69ff043582fc8190a819de8b2e2d8d40 completed May 9, 2026, 9:53 a.m.
Created at: April 10, 2026, 2:54 a.m.