Triple

T7039713
Position Surface form Disambiguated ID Type / Status
Subject Grocon E163477 entity
Predicate hasKeyPerson P256 FINISHED
Object Bruno Grollo
Bruno Grollo is an Australian property developer best known for leading the family-owned construction company Grocon and for his involvement in major high-rise and urban development projects.
E636670 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: Bruno Grollo | Statement: [Grocon, hasKeyPerson, Bruno Grollo]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Bruno Grollo
Context triple: [Grocon, hasKeyPerson, Bruno Grollo]
  • A. Bruno Forte
    Bruno Forte is an Italian Roman Catholic theologian and archbishop known for his influential role in contemporary Church theology and participation in major synodal assemblies.
  • B. Enzo Barboni
    Enzo Barboni was an Italian film director and screenwriter best known for his popular spaghetti western comedies, particularly those starring Terence Hill and Bud Spencer.
  • C. Paulo Costanzo
    Paulo Costanzo is a Canadian actor best known for his roles in films like "Road Trip" and TV series such as "Royal Pains" and "Joey."
  • D. Eduardo Ciannelli
    Eduardo Ciannelli was an Italian-American character actor and opera singer known for his intense screen presence and frequent portrayals of villains in classic Hollywood films.
  • E. Sergio Moretti
    Sergio Moretti is an individual notable enough to be recognized as a prominent bearer of the surname Moretti, though specific widely known public details about him are not clearly established.
  • 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: Bruno Grollo
Triple: [Grocon, hasKeyPerson, Bruno Grollo]
Generated description
Bruno Grollo is an Australian property developer best known for leading the family-owned construction company Grocon and for his involvement in major high-rise and urban development projects.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Bruno Grollo
Target entity description: Bruno Grollo is an Australian property developer best known for leading the family-owned construction company Grocon and for his involvement in major high-rise and urban development projects.
  • A. Bruno Forte
    Bruno Forte is an Italian Roman Catholic theologian and archbishop known for his influential role in contemporary Church theology and participation in major synodal assemblies.
  • B. Enzo Barboni
    Enzo Barboni was an Italian film director and screenwriter best known for his popular spaghetti western comedies, particularly those starring Terence Hill and Bud Spencer.
  • C. Paulo Costanzo
    Paulo Costanzo is a Canadian actor best known for his roles in films like "Road Trip" and TV series such as "Royal Pains" and "Joey."
  • D. Eduardo Ciannelli
    Eduardo Ciannelli was an Italian-American character actor and opera singer known for his intense screen presence and frequent portrayals of villains in classic Hollywood films.
  • E. Sergio Moretti
    Sergio Moretti is an individual notable enough to be recognized as a prominent bearer of the surname Moretti, though specific widely known public details about him are not clearly established.
  • 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_69c6885e7c1c8190be32a8f79ab4e0cf completed March 27, 2026, 1:38 p.m.
NER Named-entity recognition batch_69c6e22426508190ad7a17d14a086a3e completed March 27, 2026, 8:01 p.m.
NED1 Entity disambiguation (via context triple) batch_69c775ac21888190a1adcf86b49b345f completed March 28, 2026, 6:31 a.m.
NEDg Description generation batch_69c777f9b41881909566511e97725fde completed March 28, 2026, 6:40 a.m.
NED2 Entity disambiguation (via description) batch_69c778717e888190a0b2a5914d13cb71 completed March 28, 2026, 6:42 a.m.
Created at: March 27, 2026, 2:36 p.m.