Triple

T11307873
Position Surface form Disambiguated ID Type / Status
Subject Gym Class Heroes E267761 entity
Predicate hasMember P10 FINISHED
Object Eric Roberts
Eric Roberts is a musician best known as a member of the American rap rock band Gym Class Heroes.
 E921167 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: Eric Roberts | Statement: [Gym Class Heroes, hasMember, Eric Roberts]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Eric Roberts
Context triple: [Gym Class Heroes, hasMember, Eric Roberts]
  • A. Eric Roberts
    Eric Roberts is an American actor known for his prolific film and television career, including an iconic turn as the villainous Time Lord known as the Master in the 1996 Doctor Who TV movie.
  • B. Eric S. Roberts
    Eric S. Roberts is a prominent computer scientist and educator known for his influential work in computer science pedagogy, curriculum development, and widely used textbooks.
  • C. Fred Ward
    Fred Ward was an American character actor known for his rugged, everyman roles in films such as "Tremors," "The Right Stuff," and "Short Cuts."
  • D. Robert Olivo
    Robert Olivo, better known by his stage name Ondine, was an American actor and prominent member of Andy Warhol’s Factory scene in the 1960s underground film and art world.
  • E. Jo O'Meara
    Jo O'Meara is an English singer and songwriter best known as one of the lead vocalists of the pop group S Club 7.
  • 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: Eric Roberts
Triple: [Gym Class Heroes, hasMember, Eric Roberts]
Generated description
Eric Roberts is a musician best known as a member of the American rap rock band Gym Class Heroes.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Eric Roberts
Target entity description: Eric Roberts is a musician best known as a member of the American rap rock band Gym Class Heroes.
  • A. Eric Roberts
    Eric Roberts is an American actor known for his prolific film and television career, including an iconic turn as the villainous Time Lord known as the Master in the 1996 Doctor Who TV movie.
  • B. Eric S. Roberts
    Eric S. Roberts is a prominent computer scientist and educator known for his influential work in computer science pedagogy, curriculum development, and widely used textbooks.
  • C. Fred Ward
    Fred Ward was an American character actor known for his rugged, everyman roles in films such as "Tremors," "The Right Stuff," and "Short Cuts."
  • D. Robert Olivo
    Robert Olivo, better known by his stage name Ondine, was an American actor and prominent member of Andy Warhol’s Factory scene in the 1960s underground film and art world.
  • E. Jo O'Meara
    Jo O'Meara is an English singer and songwriter best known as one of the lead vocalists of the pop group S Club 7.
  • 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_69d6aaca5c24819083db46a30d86cb34 completed April 8, 2026, 7:21 p.m.
NER Named-entity recognition batch_69d7e9bf87d88190904c2d174578ebbf completed April 9, 2026, 6:02 p.m.
NED1 Entity disambiguation (via context triple) batch_69e5563dc9c881908d17a061e6071d2c completed April 19, 2026, 10:25 p.m.
NEDg Description generation batch_69e562bb085c8190942766d12d838798 completed April 19, 2026, 11:18 p.m.
NED2 Entity disambiguation (via description) batch_69e569f0e6948190b285ca84aca03771 completed April 19, 2026, 11:49 p.m.
Created at: April 8, 2026, 9:32 p.m.