Triple

T19077447
Position Surface form Disambiguated ID Type / Status
Subject Nieuport 17 E466940 entity
Predicate usedBy P260 FINISHED
Object Serbian Air Service
The Serbian Air Service was the aerial warfare branch of the Serbian military during World War I, operating fighter and reconnaissance aircraft in support of Allied forces.
 E1357043 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: Serbian Air Service | Statement: [Nieuport 17, usedBy, Serbian Air Service]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Serbian Air Service
Context triple: [Nieuport 17, usedBy, Serbian Air Service]
  • A. Air Serbia
    Air Serbia is the national flag carrier airline of Serbia, operating domestic and international passenger and cargo services primarily across Europe and the Middle East.
  • B. JAT Yugoslav Airlines
    JAT Yugoslav Airlines was the former national flag carrier of Yugoslavia, operating extensive domestic and international routes across Europe and beyond during much of the 20th century.
  • C. Croatia Airlines
    Croatia Airlines is the national flag carrier of Croatia, operating domestic and international passenger flights across Europe.
  • D. Adria Airways
    Adria Airways was the former national airline of Slovenia, operating scheduled and charter flights across Europe before ceasing operations in 2019.
  • E. Bulgaria Air
    Bulgaria Air is the national flag carrier airline of Bulgaria, operating domestic and international flights across Europe and the Middle East.
  • 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: Serbian Air Service
Triple: [Nieuport 17, usedBy, Serbian Air Service]
Generated description
The Serbian Air Service was the aerial warfare branch of the Serbian military during World War I, operating fighter and reconnaissance aircraft in support of Allied forces.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Serbian Air Service
Target entity description: The Serbian Air Service was the aerial warfare branch of the Serbian military during World War I, operating fighter and reconnaissance aircraft in support of Allied forces.
  • A. Air Serbia
    Air Serbia is the national flag carrier airline of Serbia, operating domestic and international passenger and cargo services primarily across Europe and the Middle East.
  • B. JAT Yugoslav Airlines
    JAT Yugoslav Airlines was the former national flag carrier of Yugoslavia, operating extensive domestic and international routes across Europe and beyond during much of the 20th century.
  • C. Croatia Airlines
    Croatia Airlines is the national flag carrier of Croatia, operating domestic and international passenger flights across Europe.
  • D. Adria Airways
    Adria Airways was the former national airline of Slovenia, operating scheduled and charter flights across Europe before ceasing operations in 2019.
  • E. Bulgaria Air
    Bulgaria Air is the national flag carrier airline of Bulgaria, operating domestic and international flights across Europe and the Middle East.
  • 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_69d8dd04f4488190b1121cc53ef2bfd6 completed April 10, 2026, 11:20 a.m.
NER Named-entity recognition batch_69e5e2e5591081908a4f8e4b2011b408 completed April 20, 2026, 8:25 a.m.
NED1 Entity disambiguation (via context triple) batch_6a05d3625a0881908e9019aa33c2b7e4 completed May 14, 2026, 1:51 p.m.
NEDg Description generation batch_6a05d48dc4288190b1d814602a094eea completed May 14, 2026, 1:56 p.m.
NED2 Entity disambiguation (via description) batch_6a05d574f2a481909a5d42d77d6a7b19 completed May 14, 2026, 2 p.m.
Created at: April 10, 2026, 12:04 p.m.