Triple
T2960529
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Bell 212 |
E80035
|
entity |
| Predicate | producedByLicense |
P33714
|
FINISHED |
| Object |
Agusta
Agusta is an Italian aerospace company known for manufacturing helicopters and aircraft, often under license from other major aviation firms.
|
E313895
|
NE FINISHED |
How this triple was built (5 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: Agusta | Statement: [Bell 212, producedByLicense, Agusta]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Agusta Context triple: [Bell 212, producedByLicense, Agusta]
-
A.
SIAI-Marchetti
SIAI-Marchetti was an Italian aircraft manufacturer known for producing light military trainers and aerobatic aircraft.
-
B.
Caproni
Caproni was an Italian aircraft manufacturer renowned for producing military and civilian airplanes, particularly during the early to mid-20th century.
-
C.
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.
-
D.
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.
-
E.
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.
- 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: Agusta Triple: [Bell 212, producedByLicense, Agusta]
Generated description
Agusta is an Italian aerospace company known for manufacturing helicopters and aircraft, often under license from other major aviation firms.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Agusta Target entity description: Agusta is an Italian aerospace company known for manufacturing helicopters and aircraft, often under license from other major aviation firms.
-
A.
SIAI-Marchetti
SIAI-Marchetti was an Italian aircraft manufacturer known for producing light military trainers and aerobatic aircraft.
-
B.
Caproni
Caproni was an Italian aircraft manufacturer renowned for producing military and civilian airplanes, particularly during the early to mid-20th century.
-
C.
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.
-
D.
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.
-
E.
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.
- F. None of above. chosen
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: producedByLicense Context triple: [Bell 212, producedByLicense, Agusta]
-
A.
developedUnderLicenseFrom
chosen
Indicates that something was created or produced with formal permission granted through a licensing agreement from another party.
-
B.
licenseBuiltAs
Indicates that one entity is constructed, configured, or deployed under the terms or identity of another entity’s license.
-
C.
licenseBuiltFrom
Indicates that a license is derived from, or constructed based on, another underlying license or licensing template.
-
D.
requiresLicenseOf
Indicates that one entity must obtain or hold the license associated with another entity in order to use, access, or perform something.
-
E.
contentLicense
Indicates the type of license or usage rights that govern how the associated content may be used, shared, or redistributed.
- F. None of above.
Provenance (6 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_69ad8b1341848190bd19dbf46892887d |
completed | March 8, 2026, 2:43 p.m. |
| NER | Named-entity recognition | batch_69ad995454448190834aa5d47a4ed5ac |
completed | March 8, 2026, 3:44 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b0fc923d888190a68075dfaa9e90b2 |
completed | March 11, 2026, 5:24 a.m. |
| NEDg | Description generation | batch_69b0fd7d1cc88190a4f533a92d7e6de3 |
completed | March 11, 2026, 5:28 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69b0fde74b608190b59da720c90adfeb |
completed | March 11, 2026, 5:30 a.m. |
| PD | Predicate disambiguation | batch_69ad960c5c8881909d679912bd7d78f3 |
completed | March 8, 2026, 3:30 p.m. |
Created at: March 8, 2026, 2:57 p.m.