Triple

T3319235
Position Surface form Disambiguated ID Type / Status
Subject Worth It E69752 entity
Predicate producer P490 FINISHED
Object Giorgio Tuinfort
Giorgio Tuinfort is a Dutch-Surinamese songwriter and record producer known for his extensive work with major pop and dance artists such as David Guetta and Akon.
E420753 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: Giorgio Tuinfort | Statement: [Worth It, producer, Giorgio Tuinfort]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Giorgio Tuinfort
Context triple: [Worth It, producer, Giorgio Tuinfort]
  • A. Corrado Feroci
    Corrado Feroci was an Italian-born sculptor who became a leading figure in modern Thai art and is best known for his monumental public works in Bangkok.
  • B. Marcello Truzzi
    Marcello Truzzi was a sociologist and skeptic best known as a co-founder of the modern skeptical movement and an early leader in the critical examination of paranormal claims.
  • C. Giorgio Basta
    Giorgio Basta was a late 16th–early 17th century Habsburg general of Albanian origin, best known for his harsh military rule and campaigns in Transylvania during the wars against the Ottoman Empire.
  • D. Marcello Masciocchi
    Marcello Masciocchi was an Italian cinematographer known for his work on numerous mid-20th-century films.
  • E. Carlo Rossi
    Carlo Rossi was a prominent 19th-century Italian-born Russian architect best known for shaping the neoclassical cityscape of Saint Petersburg.
  • 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: Giorgio Tuinfort
Triple: [Worth It, producer, Giorgio Tuinfort]
Generated description
Giorgio Tuinfort is a Dutch-Surinamese songwriter and record producer known for his extensive work with major pop and dance artists such as David Guetta and Akon.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Giorgio Tuinfort
Target entity description: Giorgio Tuinfort is a Dutch-Surinamese songwriter and record producer known for his extensive work with major pop and dance artists such as David Guetta and Akon.
  • A. Corrado Feroci
    Corrado Feroci was an Italian-born sculptor who became a leading figure in modern Thai art and is best known for his monumental public works in Bangkok.
  • B. Marcello Truzzi
    Marcello Truzzi was a sociologist and skeptic best known as a co-founder of the modern skeptical movement and an early leader in the critical examination of paranormal claims.
  • C. Giorgio Basta
    Giorgio Basta was a late 16th–early 17th century Habsburg general of Albanian origin, best known for his harsh military rule and campaigns in Transylvania during the wars against the Ottoman Empire.
  • D. Marcello Masciocchi
    Marcello Masciocchi was an Italian cinematographer known for his work on numerous mid-20th-century films.
  • E. Carlo Rossi
    Carlo Rossi was a prominent 19th-century Italian-born Russian architect best known for shaping the neoclassical cityscape of Saint Petersburg.
  • 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_69ad85a0bb048190a5458d2738012d61 completed March 8, 2026, 2:20 p.m.
NER Named-entity recognition batch_69adb1151f3c8190911af4edac701116 completed March 8, 2026, 5:25 p.m.
NED1 Entity disambiguation (via context triple) batch_69b589b1574c8190a7cd897febdbdbe5 completed March 14, 2026, 4:15 p.m.
NEDg Description generation batch_69b58df59b3081909c0654334c37c8df completed March 14, 2026, 4:33 p.m.
NED2 Entity disambiguation (via description) batch_69b58e44bf8081909933afb1482723e7 completed March 14, 2026, 4:35 p.m.
Created at: March 8, 2026, 3:11 p.m.