Triple

T7765971
Position Surface form Disambiguated ID Type / Status
Subject Giuseppe Gabrielli E176145 entity
Predicate designed P184 FINISHED
Object Fiat G.82
The Fiat G.82 was an Italian postwar military trainer and liaison aircraft developed as an evolution of earlier Fiat designs.
 E691243 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: Fiat G.82 | Statement: [Giuseppe Gabrielli, designed, Fiat G.82]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Fiat G.82
Context triple: [Giuseppe Gabrielli, designed, Fiat G.82]
  • A. Fiat G.80
    The Fiat G.80 was an Italian jet-powered military trainer aircraft developed in the early 1950s as one of Italy’s first indigenous jet designs.
  • B. Fiat G.12
    The Fiat G.12 was an Italian three-engined transport aircraft of the World War II era, used primarily for military and civilian passenger and cargo operations.
  • C. Fiat G.18
    The Fiat G.18 was an Italian twin-engine airliner of the 1930s used primarily for commercial passenger transport.
  • D. Fiat G.59
    The Fiat G.59 is an Italian post–World War II trainer and fighter aircraft developed from the wartime Fiat G.55 and powered by a Rolls-Royce Merlin engine.
  • E. Fiat BR.2
    The Fiat BR.2 was an Italian biplane bomber of the 1920s designed by aeronautical engineer Celestino Rosatelli for the Regia Aeronautica.
  • 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: Fiat G.82
Triple: [Giuseppe Gabrielli, designed, Fiat G.82]
Generated description
The Fiat G.82 was an Italian postwar military trainer and liaison aircraft developed as an evolution of earlier Fiat designs.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Fiat G.82
Target entity description: The Fiat G.82 was an Italian postwar military trainer and liaison aircraft developed as an evolution of earlier Fiat designs.
  • A. Fiat G.80
    The Fiat G.80 was an Italian jet-powered military trainer aircraft developed in the early 1950s as one of Italy’s first indigenous jet designs.
  • B. Fiat G.12
    The Fiat G.12 was an Italian three-engined transport aircraft of the World War II era, used primarily for military and civilian passenger and cargo operations.
  • C. Fiat G.18
    The Fiat G.18 was an Italian twin-engine airliner of the 1930s used primarily for commercial passenger transport.
  • D. Fiat G.59
    The Fiat G.59 is an Italian post–World War II trainer and fighter aircraft developed from the wartime Fiat G.55 and powered by a Rolls-Royce Merlin engine.
  • E. Fiat BR.2
    The Fiat BR.2 was an Italian biplane bomber of the 1920s designed by aeronautical engineer Celestino Rosatelli for the Regia Aeronautica.
  • 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_69c69962923c8190ac74d28b4f9fe0a0 completed March 27, 2026, 2:51 p.m.
NER Named-entity recognition batch_69c7043279748190b30882e9cc6cca54 completed March 27, 2026, 10:26 p.m.
NED1 Entity disambiguation (via context triple) batch_69c9743540b88190b8e8e0f3f7f303b0 completed March 29, 2026, 6:49 p.m.
NEDg Description generation batch_69c974a3d36c8190b4b2e52fbf80f1ba completed March 29, 2026, 6:51 p.m.
NED2 Entity disambiguation (via description) batch_69c974ec40548190b8f973809a8ce13c completed March 29, 2026, 6:52 p.m.
Created at: March 27, 2026, 4:09 p.m.