Triple
T18816936
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Ferrari N.V. |
E460159
|
entity |
| Predicate | predecessor |
P97
|
FINISHED |
| Object |
Auto Avio Costruzioni
Auto Avio Costruzioni was the small Modena-based engineering and racing-car firm founded by Enzo Ferrari in 1939 that served as the direct forerunner to the Ferrari marque.
|
E1343853
|
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: Auto Avio Costruzioni | Statement: [Ferrari N.V., predecessor, Auto Avio Costruzioni]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Auto Avio Costruzioni Context triple: [Ferrari N.V., predecessor, Auto Avio Costruzioni]
-
A.
Avio Aero
Avio Aero is an Italian aerospace company specializing in the design, production, and maintenance of aircraft engines and gas turbines for civil and military applications.
-
B.
Aeroput
Aeroput was the first national airline of the Kingdom of Yugoslavia, operating as a pioneering regional carrier in the Balkans before World War II.
-
C.
Piaggio
Piaggio is an Italian manufacturer best known for producing scooters, motorcycles, and light commercial vehicles, including the iconic Vespa.
-
D.
Avio S.p.A.
Avio S.p.A. is an Italian aerospace company specializing in the design, production, and maintenance of aircraft and space propulsion systems.
-
E.
Tecnam
Tecnam is an Italian aircraft manufacturer known for producing light sport and general aviation airplanes used worldwide for training, touring, and research.
- 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: Auto Avio Costruzioni Triple: [Ferrari N.V., predecessor, Auto Avio Costruzioni]
Generated description
Auto Avio Costruzioni was the small Modena-based engineering and racing-car firm founded by Enzo Ferrari in 1939 that served as the direct forerunner to the Ferrari marque.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Auto Avio Costruzioni Target entity description: Auto Avio Costruzioni was the small Modena-based engineering and racing-car firm founded by Enzo Ferrari in 1939 that served as the direct forerunner to the Ferrari marque.
-
A.
Avio Aero
Avio Aero is an Italian aerospace company specializing in the design, production, and maintenance of aircraft engines and gas turbines for civil and military applications.
-
B.
Aeroput
Aeroput was the first national airline of the Kingdom of Yugoslavia, operating as a pioneering regional carrier in the Balkans before World War II.
-
C.
Piaggio
Piaggio is an Italian manufacturer best known for producing scooters, motorcycles, and light commercial vehicles, including the iconic Vespa.
-
D.
Avio S.p.A.
Avio S.p.A. is an Italian aerospace company specializing in the design, production, and maintenance of aircraft and space propulsion systems.
-
E.
Tecnam
Tecnam is an Italian aircraft manufacturer known for producing light sport and general aviation airplanes used worldwide for training, touring, and research.
- 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_69d8dcf94c288190a06dea029ae4b223 |
completed | April 10, 2026, 11:20 a.m. |
| NER | Named-entity recognition | batch_69e5a6b620248190afa21a6ce61e2cff |
completed | April 20, 2026, 4:08 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a055bc7cf40819084b9b975daa86b5f |
completed | May 14, 2026, 5:21 a.m. |
| NEDg | Description generation | batch_6a055d9a9da88190b974e8803ca8537f |
completed | May 14, 2026, 5:28 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a055e1a22308190bb7f2337fabc5bdf |
completed | May 14, 2026, 5:31 a.m. |
Created at: April 10, 2026, 11:55 a.m.