Triple

T14996301
Position Surface form Disambiguated ID Type / Status
Subject ICON Venue Group E373965 entity
Predicate foundedBy P104 FINISHED
Object Tim Romani
Tim Romani is a sports and entertainment venue development executive best known as the founder of ICON Venue Group.
E1131240 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: Tim Romani | Statement: [ICON Venue Group, foundedBy, Tim Romani]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Tim Romani
Context triple: [ICON Venue Group, foundedBy, Tim Romani]
  • A. David Romani
    David Romani is an Italian songwriter and producer best known for his influential work in disco and dance music, including co-writing hits like "Ain't No Stoppin' Us Now."
  • B. Matthew Romano
    Matthew Romano is one of the sons of American comedian and actor Ray Romano, known for occasionally appearing with his father in public and media contexts.
  • C. Paul Romanko
    Paul Romanko is a musician best known as the bassist for the American metal band Shadows Fall.
  • D. Michael Romersa
    Michael Romersa is a film producer best known for his work on the inspirational spelling-bee drama "Akeelah and the Bee."
  • E. Gregory Romano
    Gregory Romano is one of the sons of American comedian and actor Ray Romano.
  • 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: Tim Romani
Triple: [ICON Venue Group, foundedBy, Tim Romani]
Generated description
Tim Romani is a sports and entertainment venue development executive best known as the founder of ICON Venue Group.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Tim Romani
Target entity description: Tim Romani is a sports and entertainment venue development executive best known as the founder of ICON Venue Group.
  • A. David Romani
    David Romani is an Italian songwriter and producer best known for his influential work in disco and dance music, including co-writing hits like "Ain't No Stoppin' Us Now."
  • B. Matthew Romano
    Matthew Romano is one of the sons of American comedian and actor Ray Romano, known for occasionally appearing with his father in public and media contexts.
  • C. Paul Romanko
    Paul Romanko is a musician best known as the bassist for the American metal band Shadows Fall.
  • D. Michael Romersa
    Michael Romersa is a film producer best known for his work on the inspirational spelling-bee drama "Akeelah and the Bee."
  • E. Gregory Romano
    Gregory Romano is one of the sons of American comedian and actor Ray Romano.
  • 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_69d85ccc84388190aa151e5173370c8d completed April 10, 2026, 2:13 a.m.
NER Named-entity recognition batch_69ded718e4288190b5e144f82299a194 completed April 15, 2026, 12:08 a.m.
NED1 Entity disambiguation (via context triple) batch_69fe969a63f081908bf11783e2a51229 completed May 9, 2026, 2:06 a.m.
NEDg Description generation batch_69fe97609b3481908ed481f9f061b148 completed May 9, 2026, 2:09 a.m.
NED2 Entity disambiguation (via description) batch_69fe980155748190aef4ce876f985ef2 completed May 9, 2026, 2:12 a.m.
Created at: April 10, 2026, 2:53 a.m.