Triple

T5729028

Position	Surface form	Disambiguated ID	Type / Status
Subject	No. 111 Squadron RAF	`E126335`	entity
Predicate	notableFor	`P22`	FINISHED
Object	RAF aerobatic display team Black Arrows The RAF aerobatic display team Black Arrows was a famous post-war Royal Air Force display team renowned for its dramatic formation flying and record-breaking mass loop maneuvers.	`E540446`	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: RAF aerobatic display team Black Arrows | Statement: [No. 111 Squadron RAF, notableFor, RAF aerobatic display team Black Arrows]

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

Target entity: RAF aerobatic display team Black Arrows
Context triple: [No. 111 Squadron RAF, notableFor, RAF aerobatic display team Black Arrows]

A. RAF Aerobatic Team Red Arrows
The RAF Aerobatic Team Red Arrows is the Royal Air Force’s world-famous display squadron renowned for its precision flying and dramatic red, white, and blue aerobatic displays.
B. Battle of Britain Memorial Flight
The Battle of Britain Memorial Flight is a Royal Air Force unit that operates and preserves historic World War II-era aircraft for ceremonial and commemorative flying displays in the United Kingdom.
C. Orlik Aerobatic Team
The Orlik Aerobatic Team is a Polish Air Force display team known for performing precision formation and aerobatic demonstrations at airshows using PZL-130 Orlik trainer aircraft.
D. RAF 617 Squadron
RAF 617 Squadron, famously known as the "Dambusters," is a Royal Air Force unit renowned for its World War II precision bombing raids using specially designed bouncing bombs against German dams.
E. Hurricane (Battle of Britain Memorial Flight)
The Hurricane (Battle of Britain Memorial Flight) is a preserved World War II-era Hawker Hurricane fighter aircraft operated by the Royal Air Force’s commemorative flight to honor those who served in the Battle of Britain and subsequent air campaigns.
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: RAF aerobatic display team Black Arrows
Triple: [No. 111 Squadron RAF, notableFor, RAF aerobatic display team Black Arrows]

Generated description

The RAF aerobatic display team Black Arrows was a famous post-war Royal Air Force display team renowned for its dramatic formation flying and record-breaking mass loop maneuvers.

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

Target entity: RAF aerobatic display team Black Arrows
Target entity description: The RAF aerobatic display team Black Arrows was a famous post-war Royal Air Force display team renowned for its dramatic formation flying and record-breaking mass loop maneuvers.

A. RAF Aerobatic Team Red Arrows
The RAF Aerobatic Team Red Arrows is the Royal Air Force’s world-famous display squadron renowned for its precision flying and dramatic red, white, and blue aerobatic displays.
B. Battle of Britain Memorial Flight
The Battle of Britain Memorial Flight is a Royal Air Force unit that operates and preserves historic World War II-era aircraft for ceremonial and commemorative flying displays in the United Kingdom.
C. Orlik Aerobatic Team
The Orlik Aerobatic Team is a Polish Air Force display team known for performing precision formation and aerobatic demonstrations at airshows using PZL-130 Orlik trainer aircraft.
D. RAF 617 Squadron
RAF 617 Squadron, famously known as the "Dambusters," is a Royal Air Force unit renowned for its World War II precision bombing raids using specially designed bouncing bombs against German dams.
E. Hurricane (Battle of Britain Memorial Flight)
The Hurricane (Battle of Britain Memorial Flight) is a preserved World War II-era Hawker Hurricane fighter aircraft operated by the Royal Air Force’s commemorative flight to honor those who served in the Battle of Britain and subsequent air campaigns.
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_69c0082f723881908ce8bb13a0c0f8b7`	completed	March 22, 2026, 3:18 p.m.
NER	Named-entity recognition	`batch_69c0250d5f4c8190a36b43ef5e6c7837`	completed	March 22, 2026, 5:21 p.m.
NED1	Entity disambiguation (via context triple)	`batch_69c05a8cca748190b471c842fd2ce218`	completed	March 22, 2026, 9:09 p.m.
NEDg	Description generation	`batch_69c05b7c3bd48190ad8303bf1bb3ec6a`	completed	March 22, 2026, 9:13 p.m.
NED2	Entity disambiguation (via description)	`batch_69c05c22c31081909a9a67d99e7c728c`	completed	March 22, 2026, 9:16 p.m.

Created at: March 22, 2026, 3:47 p.m.