Triple
T5747901
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Aeronautica Macchi |
E126777
|
entity |
| Predicate | predecessor |
P97
|
FINISHED |
| Object |
Società Anonima Nieuport-Macchi
Società Anonima Nieuport-Macchi was an early 20th-century Italian aircraft manufacturer that evolved into the renowned Aeronautica Macchi company.
|
E126777
|
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: Società Anonima Nieuport-Macchi | Statement: [Aeronautica Macchi, predecessor, Società Anonima Nieuport-Macchi]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Società Anonima Nieuport-Macchi Context triple: [Aeronautica Macchi, predecessor, Società Anonima Nieuport-Macchi]
-
A.
Aeronautica Macchi
Aeronautica Macchi was an Italian aircraft manufacturer best known for producing high-performance fighter planes for the Regia Aeronautica during World War II.
-
B.
Officine Meccaniche Reggiane
Officine Meccaniche Reggiane was an Italian industrial company best known for producing military aircraft and other engineering works before and during World War II.
-
C.
Fiat Aviazione
Fiat Aviazione was the aviation division of the Italian manufacturer Fiat, responsible for designing and producing military and civil aircraft, particularly during the early to mid-20th century.
-
D.
Savoia-Marchetti
Savoia-Marchetti was an Italian aircraft manufacturer best known for its military bombers and transport aircraft used prominently during the interwar period and World War II.
-
E.
Fiat-Ansaldo
Fiat-Ansaldo was an Italian industrial partnership between the Fiat automotive company and the Ansaldo engineering firm that produced armored vehicles and other military equipment before and during World War II.
- 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: Società Anonima Nieuport-Macchi Triple: [Aeronautica Macchi, predecessor, Società Anonima Nieuport-Macchi]
Generated description
Società Anonima Nieuport-Macchi was an early 20th-century Italian aircraft manufacturer that evolved into the renowned Aeronautica Macchi company.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Società Anonima Nieuport-Macchi Target entity description: Società Anonima Nieuport-Macchi was an early 20th-century Italian aircraft manufacturer that evolved into the renowned Aeronautica Macchi company.
-
A.
Aeronautica Macchi
chosen
Aeronautica Macchi was an Italian aircraft manufacturer best known for producing high-performance fighter planes for the Regia Aeronautica during World War II.
-
B.
Officine Meccaniche Reggiane
Officine Meccaniche Reggiane was an Italian industrial company best known for producing military aircraft and other engineering works before and during World War II.
-
C.
Fiat Aviazione
Fiat Aviazione was the aviation division of the Italian manufacturer Fiat, responsible for designing and producing military and civil aircraft, particularly during the early to mid-20th century.
-
D.
Savoia-Marchetti
Savoia-Marchetti was an Italian aircraft manufacturer best known for its military bombers and transport aircraft used prominently during the interwar period and World War II.
-
E.
Fiat-Ansaldo
Fiat-Ansaldo was an Italian industrial partnership between the Fiat automotive company and the Ansaldo engineering firm that produced armored vehicles and other military equipment before and during World War II.
- F. None of above.
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_69c00832aedc81909899801b141fa3b4 |
completed | March 22, 2026, 3:18 p.m. |
| NER | Named-entity recognition | batch_69c02885b0288190835809681a364b1f |
completed | March 22, 2026, 5:36 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c097fcba40819097543d151b890788 |
completed | March 23, 2026, 1:31 a.m. |
| NEDg | Description generation | batch_69c098d889e08190adbd12504a7f3fa1 |
completed | March 23, 2026, 1:35 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69c09990da18819099fdc8f25f2ddef2 |
completed | March 23, 2026, 1:38 a.m. |
Created at: March 22, 2026, 3:48 p.m.