Triple
T112062
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Hawker Hurricane |
E2268
|
entity |
| Predicate | enteredServiceWith |
P2339
|
FINISHED |
| Object |
RAF No. 111 Squadron
RAF No. 111 Squadron was a Royal Air Force fighter unit renowned for its front-line role in the early years of World War II and participation in the Battle of Britain.
|
E21525
|
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: RAF No. 111 Squadron | Statement: [Hawker Hurricane, enteredServiceWith, RAF No. 111 Squadron]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: RAF No. 111 Squadron Context triple: [Hawker Hurricane, enteredServiceWith, RAF No. 111 Squadron]
-
A.
Royal Air Force Fighter Command
Royal Air Force Fighter Command was the branch of the RAF responsible for directing and coordinating Britain’s fighter aircraft operations, most notably during the Battle of Britain in World War II.
-
B.
RAF Regiment
The RAF Regiment is a specialist corps of the Royal Air Force responsible for ground-based air defence and the protection of airfields and RAF personnel.
-
C.
RNAS Cranwell
RNAS Cranwell was a major First World War-era Royal Naval Air Service training and operational air station in Lincolnshire, England, that later evolved into RAF Cranwell, a key Royal Air Force college and base.
-
D.
Royal Air Force Bomber Command
Royal Air Force Bomber Command was the branch of the British Royal Air Force responsible for the strategic bombing campaign against Germany and its allies during the Second World War.
-
E.
Royal Flying Corps
The Royal Flying Corps was the air arm of the British Army during World War I and a predecessor of the Royal Air Force.
- 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 No. 111 Squadron Triple: [Hawker Hurricane, enteredServiceWith, RAF No. 111 Squadron]
Generated description
RAF No. 111 Squadron was a Royal Air Force fighter unit renowned for its front-line role in the early years of World War II and participation in the Battle of Britain.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: RAF No. 111 Squadron Target entity description: RAF No. 111 Squadron was a Royal Air Force fighter unit renowned for its front-line role in the early years of World War II and participation in the Battle of Britain.
-
A.
Royal Air Force Fighter Command
Royal Air Force Fighter Command was the branch of the RAF responsible for directing and coordinating Britain’s fighter aircraft operations, most notably during the Battle of Britain in World War II.
-
B.
RAF Regiment
The RAF Regiment is a specialist corps of the Royal Air Force responsible for ground-based air defence and the protection of airfields and RAF personnel.
-
C.
RNAS Cranwell
RNAS Cranwell was a major First World War-era Royal Naval Air Service training and operational air station in Lincolnshire, England, that later evolved into RAF Cranwell, a key Royal Air Force college and base.
-
D.
Royal Air Force Bomber Command
Royal Air Force Bomber Command was the branch of the British Royal Air Force responsible for the strategic bombing campaign against Germany and its allies during the Second World War.
-
E.
Royal Flying Corps
The Royal Flying Corps was the air arm of the British Army during World War I and a predecessor of the Royal Air Force.
- F. None of above. chosen
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: enteredServiceWith Context triple: [Hawker Hurricane, enteredServiceWith, RAF No. 111 Squadron]
-
A.
enteredService
chosen
Indicates that an entity began active use or operation at a specific time or in a specific context.
-
B.
enteredIntoForce
Indicates that a law, treaty, agreement, or regulation has become legally effective and binding from a specific point in time.
-
C.
servedByService
Indicates that something is provided, handled, or fulfilled by a particular service.
-
D.
hasEntranceOn
Indicates that one entity’s entrance or access point is located on or faces a specified side, boundary, or feature of another entity.
-
E.
attendedBy
Indicates that an event, place, or activity is participated in or visited by a particular person or group.
- F. None of above.
Provenance (6 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_69a24fcdaeb48190a2d796677e4b3281 |
completed | Feb. 28, 2026, 2:15 a.m. |
| NER | Named-entity recognition | batch_69a258808ff08190a06b6206f635612b |
completed | Feb. 28, 2026, 2:52 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69a2e7df38a081909b0d82e6e2b1e7c5 |
completed | Feb. 28, 2026, 1:04 p.m. |
| NEDg | Description generation | batch_69a2e8f3e3c08190ae8c3f60eb530268 |
completed | Feb. 28, 2026, 1:09 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69a2e9deddf4819090917d418b8daecb |
completed | Feb. 28, 2026, 1:13 p.m. |
| PD | Predicate disambiguation | batch_69a256425a488190959d71e39e699d90 |
completed | Feb. 28, 2026, 2:43 a.m. |
Created at: Feb. 28, 2026, 2:20 a.m.