Triple

T2678193
Position Surface form Disambiguated ID Type / Status
Subject Dolce & Gabbana E56508 entity
Predicate hasKeyPerson P256 FINISHED
Object Stefano Gabbana
Stefano Gabbana is an Italian fashion designer best known as the co-founder and creative force behind the luxury brand Dolce & Gabbana.
 E288484 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: Stefano Gabbana | Statement: [Dolce & Gabbana, hasKeyPerson, Stefano Gabbana]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Stefano Gabbana
Context triple: [Dolce & Gabbana, hasKeyPerson, Stefano Gabbana]
  • A. Roberto Cavalli
    Roberto Cavalli is an Italian fashion designer renowned for his glamorous, animal-print–driven aesthetic and luxury clothing and accessories brand.
  • B. Domenico Dolce
    Domenico Dolce is an Italian fashion designer best known as the co-founder and creative force behind the luxury brand Dolce & Gabbana.
  • C. Riccardo Tisci
    Riccardo Tisci is an Italian fashion designer renowned for his influential tenures as creative director at Givenchy and later Burberry, where he became known for his darkly romantic and streetwear-inflected luxury aesthetic.
  • D. Martino Prada
    Martino Prada was the original founder of the Italian luxury fashion house Prada, which later became globally renowned under his descendants.
  • E. Massimo Polidoro
    Massimo Polidoro is an Italian psychologist, writer, and prominent skeptic known for investigating paranormal claims and promoting scientific skepticism, notably as a co-founder and leading figure of the Italian skeptics organization CICAP.
  • 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: Stefano Gabbana
Triple: [Dolce & Gabbana, hasKeyPerson, Stefano Gabbana]
Generated description
Stefano Gabbana is an Italian fashion designer best known as the co-founder and creative force behind the luxury brand Dolce & Gabbana.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Stefano Gabbana
Target entity description: Stefano Gabbana is an Italian fashion designer best known as the co-founder and creative force behind the luxury brand Dolce & Gabbana.
  • A. Roberto Cavalli
    Roberto Cavalli is an Italian fashion designer renowned for his glamorous, animal-print–driven aesthetic and luxury clothing and accessories brand.
  • B. Domenico Dolce chosen
    Domenico Dolce is an Italian fashion designer best known as the co-founder and creative force behind the luxury brand Dolce & Gabbana.
  • C. Riccardo Tisci
    Riccardo Tisci is an Italian fashion designer renowned for his influential tenures as creative director at Givenchy and later Burberry, where he became known for his darkly romantic and streetwear-inflected luxury aesthetic.
  • D. Martino Prada
    Martino Prada was the original founder of the Italian luxury fashion house Prada, which later became globally renowned under his descendants.
  • E. Massimo Polidoro
    Massimo Polidoro is an Italian psychologist, writer, and prominent skeptic known for investigating paranormal claims and promoting scientific skepticism, notably as a co-founder and leading figure of the Italian skeptics organization CICAP.
  • F. None of above.

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_69ab4a4b13fc81909dfdb3f23da46832 completed March 6, 2026, 9:42 p.m.
NER Named-entity recognition batch_69abd9b697fc8190a5ec8b75ee2ad238 completed March 7, 2026, 7:54 a.m.
NED1 Entity disambiguation (via context triple) batch_69afbbb6de488190a0fb87efc7297ccb completed March 10, 2026, 6:35 a.m.
NEDg Description generation batch_69afbcc1dd988190826ab05e55adf1ee completed March 10, 2026, 6:40 a.m.
NED2 Entity disambiguation (via description) batch_69afbd452e1c8190a3ee9eaf642e80a0 completed March 10, 2026, 6:42 a.m.
Created at: March 6, 2026, 9:54 p.m.