Triple

T8590761

Position	Surface form	Disambiguated ID	Type / Status
Subject	Armed Forces of Bosnia and Herzegovina	`E203421`	entity
Predicate	hasBranch	`P35`	FINISHED
Object	Bosnian Air Force and Air Defense The Bosnian Air Force and Air Defense is the aerial warfare and air defense branch responsible for protecting the airspace of Bosnia and Herzegovina.	`E745190`	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: Bosnian Air Force and Air Defense | Statement: [Armed Forces of Bosnia and Herzegovina, hasBranch, Bosnian Air Force and Air Defense]

NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07

Target entity: Bosnian Air Force and Air Defense
Context triple: [Armed Forces of Bosnia and Herzegovina, hasBranch, Bosnian Air Force and Air Defense]

A. Croatian Air Force
The Croatian Air Force is the aerial warfare branch of Croatia’s armed forces, responsible for protecting the country’s airspace and providing air support to its military operations.
B. Air Force of Serbia and Montenegro
The Air Force of Serbia and Montenegro was the joint aerial warfare branch of the State Union of Serbia and Montenegro that operated after the breakup of Yugoslavia until the country's dissolution in 2006.
C. Armed Forces of Bosnia and Herzegovina
The Armed Forces of Bosnia and Herzegovina are the unified military of Bosnia and Herzegovina, responsible for the country’s defense and participation in international peacekeeping operations.
D. Yugoslav Air Force
The Yugoslav Air Force was the aerial warfare branch of socialist Yugoslavia’s armed forces, operating a mix of domestically produced and imported aircraft throughout the Cold War until the country’s dissolution.
E. Croatian Air Force (WWII)
The Croatian Air Force (WWII) was the air arm of the Axis-aligned Independent State of Croatia, operating German and Italian aircraft in support of Axis military operations on the Eastern Front and in the Balkans.
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: Bosnian Air Force and Air Defense
Triple: [Armed Forces of Bosnia and Herzegovina, hasBranch, Bosnian Air Force and Air Defense]

Generated description

The Bosnian Air Force and Air Defense is the aerial warfare and air defense branch responsible for protecting the airspace of Bosnia and Herzegovina.

NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07

Target entity: Bosnian Air Force and Air Defense
Target entity description: The Bosnian Air Force and Air Defense is the aerial warfare and air defense branch responsible for protecting the airspace of Bosnia and Herzegovina.

A. Croatian Air Force
The Croatian Air Force is the aerial warfare branch of Croatia’s armed forces, responsible for protecting the country’s airspace and providing air support to its military operations.
B. Air Force of Serbia and Montenegro
The Air Force of Serbia and Montenegro was the joint aerial warfare branch of the State Union of Serbia and Montenegro that operated after the breakup of Yugoslavia until the country's dissolution in 2006.
C. Armed Forces of Bosnia and Herzegovina
The Armed Forces of Bosnia and Herzegovina are the unified military of Bosnia and Herzegovina, responsible for the country’s defense and participation in international peacekeeping operations.
D. Yugoslav Air Force
The Yugoslav Air Force was the aerial warfare branch of socialist Yugoslavia’s armed forces, operating a mix of domestically produced and imported aircraft throughout the Cold War until the country’s dissolution.
E. Croatian Air Force (WWII)
The Croatian Air Force (WWII) was the air arm of the Axis-aligned Independent State of Croatia, operating German and Italian aircraft in support of Axis military operations on the Eastern Front and in the Balkans.
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_69ca832a7f108190b4e4f5648abf4aa2`	completed	March 30, 2026, 2:05 p.m.
NER	Named-entity recognition	`batch_69cc4665f1708190b736dd67593234d7`	completed	March 31, 2026, 10:10 p.m.
NED1	Entity disambiguation (via context triple)	`batch_69cea8b584088190bc5b8b2785894d82`	completed	April 2, 2026, 5:34 p.m.
NEDg	Description generation	`batch_69cea9cff1ec8190a0093fb42782341e`	completed	April 2, 2026, 5:39 p.m.
NED2	Entity disambiguation (via description)	`batch_69ceaa9f7f8c8190965e86880ff141d5`	completed	April 2, 2026, 5:42 p.m.

Created at: March 30, 2026, 6:23 p.m.