Triple

T11307877
Position Surface form Disambiguated ID Type / Status
Subject Gym Class Heroes E267761 entity
Predicate formerMember P1168 FINISHED
Object Jared Wuestenberg
Jared Wuestenberg is a musician best known for his past role as a member of the American rap rock band Gym Class Heroes.
 E917179 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: Jared Wuestenberg | Statement: [Gym Class Heroes, formerMember, Jared Wuestenberg]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Jared Wuestenberg
Context triple: [Gym Class Heroes, formerMember, Jared Wuestenberg]
  • A. Jared Rushton
    Jared Rushton is an American former child actor best known for his roles in 1980s films such as "Big" and "Honey, I Shrunk the Kids."
  • B. Jared Tyler
    Jared Tyler is an American musician best known as a member of the country-rock band The Boxmasters.
  • C. Jared Vennett
    Jared Vennett is a slick, opportunistic Wall Street trader in "The Big Short" who profits by betting against the U.S. housing market before its 2008 collapse.
  • D. Matthew Stuecken
    Matthew Stuecken is a film screenwriter best known for co-writing the psychological sci-fi thriller "10 Cloverfield Lane."
  • E. Jared Howe
    Jared Howe is a key human resistance fighter and love interest in the science fiction film "The Host," adapted from Stephenie Meyer’s novel.
  • 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: Jared Wuestenberg
Triple: [Gym Class Heroes, formerMember, Jared Wuestenberg]
Generated description
Jared Wuestenberg is a musician best known for his past role 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: Jared Wuestenberg
Target entity description: Jared Wuestenberg is a musician best known for his past role as a member of the American rap rock band Gym Class Heroes.
  • A. Jared Rushton
    Jared Rushton is an American former child actor best known for his roles in 1980s films such as "Big" and "Honey, I Shrunk the Kids."
  • B. Jared Tyler
    Jared Tyler is an American musician best known as a member of the country-rock band The Boxmasters.
  • C. Jared Vennett
    Jared Vennett is a slick, opportunistic Wall Street trader in "The Big Short" who profits by betting against the U.S. housing market before its 2008 collapse.
  • D. Matthew Stuecken
    Matthew Stuecken is a film screenwriter best known for co-writing the psychological sci-fi thriller "10 Cloverfield Lane."
  • E. Jared Howe
    Jared Howe is a key human resistance fighter and love interest in the science fiction film "The Host," adapted from Stephenie Meyer’s novel.
  • 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_69e50a70022081908bc74185003a3503 completed April 19, 2026, 5:01 p.m.
NEDg Description generation batch_69e510fb1e288190a7a38fe896d7b91d completed April 19, 2026, 5:29 p.m.
NED2 Entity disambiguation (via description) batch_69e516bec3e481909cbd0d9c683d2191 completed April 19, 2026, 5:54 p.m.
Created at: April 8, 2026, 9:32 p.m.