Triple

T11835504
Position Surface form Disambiguated ID Type / Status
Subject United Kingdom airspace E281505 entity
Predicate airNavigationServiceProvider P101755 FINISHED
Object NATS
NATS is the United Kingdom’s primary air traffic control and air navigation services provider, managing and monitoring aircraft movements in UK airspace and parts of the North Atlantic.
E950298 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: NATS | Statement: [United Kingdom airspace, airNavigationServiceProvider, NATS]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: NATS
Context triple: [United Kingdom airspace, airNavigationServiceProvider, NATS]
  • A. NATS
    NATS is a high-performance, cloud-native messaging system used for building scalable, distributed applications and microservices.
  • B. NATS
    NATS is the abbreviated name of the Cornwall Nationals, a Canadian professional ice hockey team.
  • C. Pegas Fly
    Pegas Fly is a Russian airline that operates domestic and international passenger flights, using Sheremetyevo International Airport as one of its main bases.
  • D. Airwave
    Airwave is the secure digital radio communications network used by UK emergency services and public safety organizations for mission-critical voice and data.
  • E. L’Air
    L’Air is a celebrated early 20th-century sculpture by Aristide Maillol that exemplifies his serene, classical approach to the female form.
  • 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: NATS
Triple: [United Kingdom airspace, airNavigationServiceProvider, NATS]
Generated description
NATS is the United Kingdom’s primary air traffic control and air navigation services provider, managing and monitoring aircraft movements in UK airspace and parts of the North Atlantic.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: NATS
Target entity description: NATS is the United Kingdom’s primary air traffic control and air navigation services provider, managing and monitoring aircraft movements in UK airspace and parts of the North Atlantic.
  • A. NATS
    NATS is a high-performance, cloud-native messaging system used for building scalable, distributed applications and microservices.
  • B. NATS
    NATS is the abbreviated name of the Cornwall Nationals, a Canadian professional ice hockey team.
  • C. Pegas Fly
    Pegas Fly is a Russian airline that operates domestic and international passenger flights, using Sheremetyevo International Airport as one of its main bases.
  • D. Airwave
    Airwave is the secure digital radio communications network used by UK emergency services and public safety organizations for mission-critical voice and data.
  • E. L’Air
    L’Air is a celebrated early 20th-century sculpture by Aristide Maillol that exemplifies his serene, classical approach to the female form.
  • F. None of above. chosen
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: airNavigationServiceProvider
Context triple: [United Kingdom airspace, airNavigationServiceProvider, NATS]
  • A. nearbyTransit
    Indicates that one location has public transportation options situated within a short distance or easy access from it.
  • B. flightRoute
    Indicates a path or sequence of locations that a particular flight travels between, typically from its origin to its destination (and possibly via intermediate stops).
  • C. navigationKnowledge
    Indicates that an entity possesses information or understanding related to navigating or determining routes within an environment or system.
  • D. navigationImprovementFor
    Indicates an action or change that enhances or optimizes the navigation capabilities or experience for a specified target.
  • E. routePlan
    Indicates a planned path or sequence of steps for traveling from a starting point to a destination.
  • F. None of above. chosen

Provenance (7 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_69d6ab276f8c8190b1966a0ef11349ac completed April 8, 2026, 7:23 p.m.
NER Named-entity recognition batch_69d8a62e7e408190998bebe346c82e89 completed April 10, 2026, 7:26 a.m.
NED1 Entity disambiguation (via context triple) batch_69f16765aac481908b4cb474b141d842 completed April 29, 2026, 2:05 a.m.
NEDg Description generation batch_69f17004fb908190a486c6718c5252cb completed April 29, 2026, 2:42 a.m.
NED2 Entity disambiguation (via description) batch_69f1db11f0f48190832ca4f552f21751 completed April 29, 2026, 10:18 a.m.
PD Predicate disambiguation batch_69d8a254a57481908a1e6ad97919c416 completed April 10, 2026, 7:10 a.m.
PDg Predicate description generation batch_69d8a43cc0c881909fed7cd759fe90b1 completed April 10, 2026, 7:18 a.m.
Created at: April 8, 2026, 9:43 p.m.