Triple

T13809132
Position Surface form Disambiguated ID Type / Status
Subject Bunia E331837 entity
Predicate servedBy P82 FINISHED
Object United Nations Humanitarian Air Service
The United Nations Humanitarian Air Service (UNHAS) is a UN-managed air transport service that provides safe and reliable flights for humanitarian personnel and cargo to remote and crisis-affected areas worldwide.
E1062819 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: United Nations Humanitarian Air Service | Statement: [Bunia, servedBy, United Nations Humanitarian Air Service]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: United Nations Humanitarian Air Service
Context triple: [Bunia, servedBy, United Nations Humanitarian Air Service]
  • A. Air Salvage International
    Air Salvage International is a leading UK-based aircraft disassembly and recycling company specializing in end-of-life airframe teardown and parts recovery for the global aviation industry.
  • B. Eastern Air Transport
    Eastern Air Transport was an early American airline of the 1920s–1930s that later became part of Eastern Air Lines, helping pioneer commercial passenger and airmail service in the United States.
  • C. Mahan Air
    Mahan Air is a major Iranian private airline that operates domestic and international flights across Asia, Europe, and the Middle East.
  • D. Northern Air Cargo
    Northern Air Cargo is an Alaska-based cargo airline specializing in freight services across Alaska and to destinations in the continental United States.
  • E. SAS Cargo
    SAS Cargo is the air freight and cargo division of Scandinavian Airlines, providing cargo transport and logistics services across the airline’s route network.
  • 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: United Nations Humanitarian Air Service
Triple: [Bunia, servedBy, United Nations Humanitarian Air Service]
Generated description
The United Nations Humanitarian Air Service (UNHAS) is a UN-managed air transport service that provides safe and reliable flights for humanitarian personnel and cargo to remote and crisis-affected areas worldwide.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: United Nations Humanitarian Air Service
Target entity description: The United Nations Humanitarian Air Service (UNHAS) is a UN-managed air transport service that provides safe and reliable flights for humanitarian personnel and cargo to remote and crisis-affected areas worldwide.
  • A. Air Salvage International
    Air Salvage International is a leading UK-based aircraft disassembly and recycling company specializing in end-of-life airframe teardown and parts recovery for the global aviation industry.
  • B. Eastern Air Transport
    Eastern Air Transport was an early American airline of the 1920s–1930s that later became part of Eastern Air Lines, helping pioneer commercial passenger and airmail service in the United States.
  • C. Mahan Air
    Mahan Air is a major Iranian private airline that operates domestic and international flights across Asia, Europe, and the Middle East.
  • D. Northern Air Cargo
    Northern Air Cargo is an Alaska-based cargo airline specializing in freight services across Alaska and to destinations in the continental United States.
  • E. SAS Cargo
    SAS Cargo is the air freight and cargo division of Scandinavian Airlines, providing cargo transport and logistics services across the airline’s route network.
  • 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_69d81c59f8808190a851bc56afdc55e9 completed April 9, 2026, 9:38 p.m.
NER Named-entity recognition batch_69de026eae8481908b8880635e6a9152 completed April 14, 2026, 9:01 a.m.
NED1 Entity disambiguation (via context triple) batch_69f7b08fbc348190a199c5d92e0e46be completed May 3, 2026, 8:31 p.m.
NEDg Description generation batch_69f7b15143108190a49a09afba93eb45 completed May 3, 2026, 8:34 p.m.
NED2 Entity disambiguation (via description) batch_69f7b50c31ac81909b17013d57dda164 completed May 3, 2026, 8:50 p.m.
Created at: April 9, 2026, 10:12 p.m.