Triple

T7765959
Position Surface form Disambiguated ID Type / Status
Subject Giuseppe Gabrielli E176145 entity
Predicate designed P184 FINISHED
Object Fiat G.91, NATO light fighter-bomber and reconnaissance aircraft
The Fiat G.91 is an Italian jet-powered light fighter-bomber and reconnaissance aircraft developed during the Cold War for NATO tactical support and widely used by several European air forces.
E687169 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.91, NATO light fighter-bomber and reconnaissance aircraft | Statement: [Giuseppe Gabrielli, designed, Fiat G.91, NATO light fighter-bomber and reconnaissance aircraft]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Fiat G.91, NATO light fighter-bomber and reconnaissance aircraft
Context triple: [Giuseppe Gabrielli, designed, Fiat G.91, NATO light fighter-bomber and reconnaissance aircraft]
  • A. Fiat G.91 PAN
    The Fiat G.91 PAN is an Italian jet trainer and light attack aircraft variant specially modified for aerobatic display, most famously used by the Frecce Tricolori demonstration team.
  • 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 CR series of fighters
    The Fiat CR series of fighters were Italian biplane combat aircraft designed in the interwar and early World War II period, known for their agility and extensive use by the Regia Aeronautica.
  • D. Fiat G.50 Freccia
    The Fiat G.50 Freccia was an Italian World War II single-seat monoplane fighter aircraft that served as one of Italy’s first modern, all-metal frontline fighters.
  • E. Fi 156 Storch liaison aircraft
    The Fi 156 Storch liaison aircraft was a German World War II short takeoff and landing (STOL) aircraft renowned for its exceptional low-speed handling and use in reconnaissance, liaison, and rescue missions.
  • 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.91, NATO light fighter-bomber and reconnaissance aircraft
Triple: [Giuseppe Gabrielli, designed, Fiat G.91, NATO light fighter-bomber and reconnaissance aircraft]
Generated description
The Fiat G.91 is an Italian jet-powered light fighter-bomber and reconnaissance aircraft developed during the Cold War for NATO tactical support and widely used by several European air forces.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Fiat G.91, NATO light fighter-bomber and reconnaissance aircraft
Target entity description: The Fiat G.91 is an Italian jet-powered light fighter-bomber and reconnaissance aircraft developed during the Cold War for NATO tactical support and widely used by several European air forces.
  • A. Fiat G.91 PAN
    The Fiat G.91 PAN is an Italian jet trainer and light attack aircraft variant specially modified for aerobatic display, most famously used by the Frecce Tricolori demonstration team.
  • 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 CR series of fighters
    The Fiat CR series of fighters were Italian biplane combat aircraft designed in the interwar and early World War II period, known for their agility and extensive use by the Regia Aeronautica.
  • D. Fiat G.50 Freccia
    The Fiat G.50 Freccia was an Italian World War II single-seat monoplane fighter aircraft that served as one of Italy’s first modern, all-metal frontline fighters.
  • E. Fi 156 Storch liaison aircraft
    The Fi 156 Storch liaison aircraft was a German World War II short takeoff and landing (STOL) aircraft renowned for its exceptional low-speed handling and use in reconnaissance, liaison, and rescue missions.
  • 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_69c8c7e1a1408190a802d4f4afb8dd05 completed March 29, 2026, 6:34 a.m.
NEDg Description generation batch_69c8c8b75b848190a67de2040d563f86 completed March 29, 2026, 6:37 a.m.
NED2 Entity disambiguation (via description) batch_69c8c941814081909d299df5cd714c71 completed March 29, 2026, 6:40 a.m.
Created at: March 27, 2026, 4:09 p.m.