Triple

T14034721
Position Surface form Disambiguated ID Type / Status
Subject Sabaudia E337680 entity
Predicate hasUrbanPlanDesigner P68279 FINISHED
Object Luigi Piccinato
Luigi Piccinato was an Italian architect and urban planner known for his influential role in modernist town planning during the early to mid-20th century.
 E1475491 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: Luigi Piccinato | Statement: [Sabaudia, hasUrbanPlanDesigner, Luigi Piccinato]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Luigi Piccinato
Context triple: [Sabaudia, hasUrbanPlanDesigner, Luigi Piccinato]
  • A. Luigi Grollo
    Luigi Grollo was an Australian businessman and property developer best known for building Grocon into one of Australia’s largest privately owned construction companies.
  • B. Luigi Moretti
    Luigi Moretti was an influential 20th-century Italian architect known for his innovative modernist designs and contributions to both European and international architecture.
  • C. Luigi Frusci
    Luigi Frusci was an Italian general best known for his role in the Spanish Civil War and later colonial campaigns in East Africa under Fascist Italy.
  • D. Armando Nannuzzi
    Armando Nannuzzi was an Italian cinematographer known for his work on numerous international films, including collaborations with directors such as Stephen King on "Maximum Overdrive."
  • E. Raffaele De Martino
    Raffaele De Martino is an Italian former professional footballer known for playing as a defensive midfielder for several Serie A clubs in the 2000s.
  • 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: Luigi Piccinato
Triple: [Sabaudia, hasUrbanPlanDesigner, Luigi Piccinato]
Generated description
Luigi Piccinato was an Italian architect and urban planner known for his influential role in modernist town planning during the early to mid-20th century.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Luigi Piccinato
Target entity description: Luigi Piccinato was an Italian architect and urban planner known for his influential role in modernist town planning during the early to mid-20th century.
  • A. Luigi Grollo
    Luigi Grollo was an Australian businessman and property developer best known for building Grocon into one of Australia’s largest privately owned construction companies.
  • B. Luigi Moretti
    Luigi Moretti was an influential 20th-century Italian architect known for his innovative modernist designs and contributions to both European and international architecture.
  • C. Luigi Frusci
    Luigi Frusci was an Italian general best known for his role in the Spanish Civil War and later colonial campaigns in East Africa under Fascist Italy.
  • D. Armando Nannuzzi
    Armando Nannuzzi was an Italian cinematographer known for his work on numerous international films, including collaborations with directors such as Stephen King on "Maximum Overdrive."
  • E. Raffaele De Martino
    Raffaele De Martino is an Italian former professional footballer known for playing as a defensive midfielder for several Serie A clubs in the 2000s.
  • 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_69d81c664e48819088cbd8f433aeffe5 completed April 9, 2026, 9:38 p.m.
NER Named-entity recognition batch_69de2fac71188190a586049405f1071e completed April 14, 2026, 12:14 p.m.
NED1 Entity disambiguation (via context triple) batch_6a0997e52054819097d655afc80e0f25 completed May 17, 2026, 10:26 a.m.
NEDg Description generation batch_6a09985dda0c81908af1da35cf21a49a completed May 17, 2026, 10:28 a.m.
NED2 Entity disambiguation (via description) batch_6a0998daab50819084301af9f93bc9dc completed May 17, 2026, 10:30 a.m.
Created at: April 9, 2026, 10:20 p.m.