Triple
T15851579
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Horace Short |
E384352
|
entity |
| Predicate | notableAchievement |
P477
|
FINISHED |
| Object |
helped establish Short Brothers as an early aircraft manufacturer
Horace Short was a pioneering British aviation engineer and entrepreneur who co-founded Short Brothers, one of the world’s first aircraft manufacturing companies.
|
E1179359
|
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: helped establish Short Brothers as an early aircraft manufacturer | Statement: [Horace Short, notableAchievement, helped establish Short Brothers as an early aircraft manufacturer]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: helped establish Short Brothers as an early aircraft manufacturer Context triple: [Horace Short, notableAchievement, helped establish Short Brothers as an early aircraft manufacturer]
-
A.
Short Brothers aircraft factory
The Short Brothers aircraft factory was a major British aerospace manufacturing plant in Belfast, Northern Ireland, known for producing military aircraft and becoming a key strategic target during World War II.
-
B.
Loughead Aircraft Manufacturing Company
Loughead Aircraft Manufacturing Company was the early aviation firm founded by the Loughead brothers that evolved into the Lockheed Aircraft Company, a major American aerospace manufacturer.
-
C.
Merchandising the Wright Brothers
"Merchandising the Wright Brothers" is a comedy routine by Bob Newhart featured on his classic stand-up album "The Button-Down Mind of Bob Newhart."
-
D.
Scottish Aviation
Scottish Aviation was a former Scottish aircraft manufacturer known for producing military and civil aircraft before becoming part of British Aerospace through industry consolidation.
-
E.
British aircraft industry
The British aircraft industry is the national aerospace sector of the United Kingdom, historically known for designing and manufacturing military and civil aircraft, aero engines, and related technologies.
- 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: helped establish Short Brothers as an early aircraft manufacturer Triple: [Horace Short, notableAchievement, helped establish Short Brothers as an early aircraft manufacturer]
Generated description
Horace Short was a pioneering British aviation engineer and entrepreneur who co-founded Short Brothers, one of the world’s first aircraft manufacturing companies.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: helped establish Short Brothers as an early aircraft manufacturer Target entity description: Horace Short was a pioneering British aviation engineer and entrepreneur who co-founded Short Brothers, one of the world’s first aircraft manufacturing companies.
-
A.
Short Brothers aircraft factory
The Short Brothers aircraft factory was a major British aerospace manufacturing plant in Belfast, Northern Ireland, known for producing military aircraft and becoming a key strategic target during World War II.
-
B.
Loughead Aircraft Manufacturing Company
Loughead Aircraft Manufacturing Company was the early aviation firm founded by the Loughead brothers that evolved into the Lockheed Aircraft Company, a major American aerospace manufacturer.
-
C.
Merchandising the Wright Brothers
"Merchandising the Wright Brothers" is a comedy routine by Bob Newhart featured on his classic stand-up album "The Button-Down Mind of Bob Newhart."
-
D.
Scottish Aviation
Scottish Aviation was a former Scottish aircraft manufacturer known for producing military and civil aircraft before becoming part of British Aerospace through industry consolidation.
-
E.
British aircraft industry
The British aircraft industry is the national aerospace sector of the United Kingdom, historically known for designing and manufacturing military and civil aircraft, aero engines, and related technologies.
- 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_69d86da422088190aac39e32e6c68429 |
completed | April 10, 2026, 3:25 a.m. |
| NER | Named-entity recognition | batch_69e14cacf5f08190a0dfe22018ed7905 |
completed | April 16, 2026, 8:55 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ffa147bce481909fb6f6ef2793a5a8 |
completed | May 9, 2026, 9:04 p.m. |
| NEDg | Description generation | batch_69ffa41a86ec8190b46d541965ecf26e |
completed | May 9, 2026, 9:16 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69ffa496f3e48190b8dc82bece548aec |
completed | May 9, 2026, 9:18 p.m. |
Created at: April 10, 2026, 4:50 a.m.