Triple
T1121225
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Savoia-Marchetti SM.81 Pipistrello |
E24615
|
entity |
| Predicate | usedBy |
P260
|
FINISHED |
| Object |
Italian Social Republic Air Force
The Italian Social Republic Air Force was the air arm of Mussolini’s German-backed puppet state in northern Italy from 1943 to 1945, operating mainly obsolete and German-supplied aircraft in support of Axis operations.
|
E145617
|
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: Italian Social Republic Air Force | Statement: [Savoia-Marchetti SM.81 Pipistrello, usedBy, Italian Social Republic Air Force]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Italian Social Republic Air Force Context triple: [Savoia-Marchetti SM.81 Pipistrello, usedBy, Italian Social Republic Air Force]
-
A.
Italian Co-belligerent Air Force
The Italian Co-belligerent Air Force was the air arm of the Royal Italian forces that, after the 1943 armistice, fought alongside the Allies against Germany during the final years of World War II.
-
B.
Regia Aeronautica
The Regia Aeronautica was the air force of the Kingdom of Italy from 1923 to 1946, active in major campaigns of World War II alongside the Axis powers.
-
C.
Aeronautica Militare
Aeronautica Militare is the air force of the Italian Republic, responsible for Italy’s military aviation and air defense operations.
-
D.
Yugoslav Royal Air Force
The Yugoslav Royal Air Force was the aerial warfare branch of the Kingdom of Yugoslavia’s armed forces, active before and during the early stages of World War II.
-
E.
Frecce Tricolori
Frecce Tricolori is the Italian Air Force’s national aerobatic demonstration team, renowned for its large formation displays and tricolor smoke trails.
- 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: Italian Social Republic Air Force Triple: [Savoia-Marchetti SM.81 Pipistrello, usedBy, Italian Social Republic Air Force]
Generated description
The Italian Social Republic Air Force was the air arm of Mussolini’s German-backed puppet state in northern Italy from 1943 to 1945, operating mainly obsolete and German-supplied aircraft in support of Axis operations.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Italian Social Republic Air Force Target entity description: The Italian Social Republic Air Force was the air arm of Mussolini’s German-backed puppet state in northern Italy from 1943 to 1945, operating mainly obsolete and German-supplied aircraft in support of Axis operations.
-
A.
Italian Co-belligerent Air Force
The Italian Co-belligerent Air Force was the air arm of the Royal Italian forces that, after the 1943 armistice, fought alongside the Allies against Germany during the final years of World War II.
-
B.
Regia Aeronautica
The Regia Aeronautica was the air force of the Kingdom of Italy from 1923 to 1946, active in major campaigns of World War II alongside the Axis powers.
-
C.
Aeronautica Militare
Aeronautica Militare is the air force of the Italian Republic, responsible for Italy’s military aviation and air defense operations.
-
D.
Yugoslav Royal Air Force
The Yugoslav Royal Air Force was the aerial warfare branch of the Kingdom of Yugoslavia’s armed forces, active before and during the early stages of World War II.
-
E.
Frecce Tricolori
Frecce Tricolori is the Italian Air Force’s national aerobatic demonstration team, renowned for its large formation displays and tricolor smoke trails.
- 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_69a4940712c88190aa244f3fc6070a65 |
completed | March 1, 2026, 7:31 p.m. |
| NER | Named-entity recognition | batch_69a4bbbe58588190a5ef6346e269d5f3 |
completed | March 1, 2026, 10:20 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ac9971114c81909769b3ad78b95189 |
completed | March 7, 2026, 9:32 p.m. |
| NEDg | Description generation | batch_69ac9df823208190ae27a659ac283e2a |
completed | March 7, 2026, 9:51 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69ac9e4788d08190b2a6f34bbf9f2671 |
completed | March 7, 2026, 9:53 p.m. |
Created at: March 1, 2026, 7:43 p.m.