Triple
T10857054
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | LMS Stanier Class 5 4-6-0 |
E256294
|
entity |
| Predicate | builder |
P3143
|
FINISHED |
| Object |
LMS Armstrong Whitworth
LMS Armstrong Whitworth was a British locomotive manufacturer that built steam engines, including examples of the LMS Stanier Class 5 4-6-0.
|
E890982
|
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: LMS Armstrong Whitworth | Statement: [LMS Stanier Class 5 4-6-0, builder, LMS Armstrong Whitworth]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: LMS Armstrong Whitworth Context triple: [LMS Stanier Class 5 4-6-0, builder, LMS Armstrong Whitworth]
-
A.
Armstrong Whitworth Albemarle
The Armstrong Whitworth Albemarle was a British twin‑engine transport and glider tug aircraft used primarily by the Royal Air Force during World War II for airborne operations.
-
B.
Armstrong Whitworth Whitley
The Armstrong Whitworth Whitley was a British twin‑engine heavy bomber used primarily by the Royal Air Force in the early years of World War II for night bombing and maritime patrol missions.
-
C.
Handley Page Hampden
The Handley Page Hampden was a British twin-engine medium bomber used by the Royal Air Force in the early years of World War II, notably during night bombing raids over Germany.
-
D.
Handley Page Herald
The Handley Page Herald is a British twin-engine turboprop airliner developed in the 1950s for short-haul regional passenger and cargo services.
-
E.
Bristol Centaurus V
The Bristol Centaurus V was a powerful British air-cooled radial aircraft engine used in late-World War II and postwar high-performance fighters and other military aircraft.
- 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: LMS Armstrong Whitworth Triple: [LMS Stanier Class 5 4-6-0, builder, LMS Armstrong Whitworth]
Generated description
LMS Armstrong Whitworth was a British locomotive manufacturer that built steam engines, including examples of the LMS Stanier Class 5 4-6-0.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: LMS Armstrong Whitworth Target entity description: LMS Armstrong Whitworth was a British locomotive manufacturer that built steam engines, including examples of the LMS Stanier Class 5 4-6-0.
-
A.
Armstrong Whitworth Albemarle
The Armstrong Whitworth Albemarle was a British twin‑engine transport and glider tug aircraft used primarily by the Royal Air Force during World War II for airborne operations.
-
B.
Armstrong Whitworth Whitley
The Armstrong Whitworth Whitley was a British twin‑engine heavy bomber used primarily by the Royal Air Force in the early years of World War II for night bombing and maritime patrol missions.
-
C.
Handley Page Hampden
The Handley Page Hampden was a British twin-engine medium bomber used by the Royal Air Force in the early years of World War II, notably during night bombing raids over Germany.
-
D.
Handley Page Herald
The Handley Page Herald is a British twin-engine turboprop airliner developed in the 1950s for short-haul regional passenger and cargo services.
-
E.
Bristol Centaurus V
The Bristol Centaurus V was a powerful British air-cooled radial aircraft engine used in late-World War II and postwar high-performance fighters and other military aircraft.
- 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_69d6aa83d1448190a66d93c32394d21f |
completed | April 8, 2026, 7:20 p.m. |
| NER | Named-entity recognition | batch_69d7513695ac8190b5812e977a422c37 |
completed | April 9, 2026, 7:11 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69dff7d0403c8190bc0b92197a25d3ee |
completed | April 15, 2026, 8:40 p.m. |
| NEDg | Description generation | batch_69e0026e7900819087327db5f625169c |
completed | April 15, 2026, 9:26 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69e0057a7704819096becb74dc261883 |
completed | April 15, 2026, 9:39 p.m. |
Created at: April 8, 2026, 9:20 p.m.