Triple
T5747926
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Aeronautica Macchi |
E126777
|
entity |
| Predicate | successor |
P78
|
FINISHED |
| Object |
Aermacchi
Aermacchi is an Italian aircraft manufacturer best known for its military jet trainers and light attack aircraft, later integrated into Leonardo’s aerospace division.
|
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: Aermacchi | Statement: [Aeronautica Macchi, successor, Aermacchi]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Aermacchi Context triple: [Aeronautica Macchi, successor, Aermacchi]
-
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.
SIAI-Marchetti
SIAI-Marchetti was an Italian aircraft manufacturer known for producing light military trainers and aerobatic aircraft.
-
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 BR.20 Cicogna
The Fiat BR.20 Cicogna was an Italian twin‑engine medium bomber of the 1930s and World War II, notable as one of Italy’s first all‑metal bombers and used extensively in early war 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: Aermacchi Triple: [Aeronautica Macchi, successor, Aermacchi]
Generated description
Aermacchi is an Italian aircraft manufacturer best known for its military jet trainers and light attack aircraft, later integrated into Leonardo’s aerospace division.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Aermacchi Target entity description: Aermacchi is an Italian aircraft manufacturer best known for its military jet trainers and light attack aircraft, later integrated into Leonardo’s aerospace division.
-
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.
SIAI-Marchetti
SIAI-Marchetti was an Italian aircraft manufacturer known for producing light military trainers and aerobatic aircraft.
-
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 BR.20 Cicogna
The Fiat BR.20 Cicogna was an Italian twin‑engine medium bomber of the 1930s and World War II, notable as one of Italy’s first all‑metal bombers and used extensively in early war campaigns.
- 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_69c0e3416d3c8190a64d3f4946b84d4b |
completed | March 23, 2026, 6:52 a.m. |
| NEDg | Description generation | batch_69c0f7e4db808190858be2c101b038c6 |
completed | March 23, 2026, 8:20 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69c0f8c533f881908a4f7d84a7e8ee31 |
completed | March 23, 2026, 8:24 a.m. |
Created at: March 22, 2026, 3:48 p.m.