Triple

T22013575
Position Surface form Disambiguated ID Type / Status
Subject The Groovie Ghoulies E543645 entity
Predicate hasMember P10 FINISHED
Object Bobby
Bobby is a member of The Groovie Ghoulies, a punk rock band known for its horror-themed, cartoonish style and energetic music.
E1514976 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: Bobby | Statement: [The Groovie Ghoulies, hasMember, Bobby]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Bobby
Context triple: [The Groovie Ghoulies, hasMember, Bobby]
  • A. Bobby
    Bobby is a common diminutive or nickname for the given name Robert, often used in English-speaking countries.
  • B. Bobby
    "Bobby" is the second studio album by American R&B singer Bobby Brown, released in 1992 and known for its new jack swing sound and hit singles like "Humpin' Around."
  • C. Bobby
    Bobby is the young boy protagonist of the film "Radio Flyer," whose imaginative adventures with his brother center around their iconic red wagon.
  • D. Bobby
    Bobby is a fictional character known for performing the song "Being Alive."
  • E. Bobby
    Bobby is the commonly used nickname for Bobby Franks, the young murder victim in the infamous 1924 Leopold and Loeb case.
  • 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: Bobby
Triple: [The Groovie Ghoulies, hasMember, Bobby]
Generated description
Bobby is a member of The Groovie Ghoulies, a punk rock band known for its horror-themed, cartoonish style and energetic music.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Bobby
Target entity description: Bobby is a member of The Groovie Ghoulies, a punk rock band known for its horror-themed, cartoonish style and energetic music.
  • A. Bobby
    "Bobby" is the second studio album by American R&B singer Bobby Brown, released in 1992 and known for its new jack swing sound and hit singles like "Humpin' Around."
  • B. Bobby
    Bobby is a fictional character known for performing the song "Being Alive."
  • C. Bobby
    Bobby is the nickname of Bobby Elvis, a fictional character from the television series "Sons of Anarchy."
  • D. Bobby
    Bobby is a character in David Mamet’s play "American Buffalo," typically portrayed as a young, somewhat naive accomplice drawn into a small-time robbery scheme.
  • E. Bobby
    Bobby is the commonly used nickname for Bobby Franks, the young murder victim in the infamous 1924 Leopold and Loeb case.
  • 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_69e11e2db934819095556760c7d85e4d completed April 16, 2026, 5:36 p.m.
NER Named-entity recognition batch_69f127a6bf6081909865781ea7937a1b completed April 28, 2026, 9:33 p.m.
NED1 Entity disambiguation (via context triple) batch_6a0a7b6216fc8190a6e2166799ce1b25 completed May 18, 2026, 2:37 a.m.
NEDg Description generation batch_6a0a7c93d5708190aeb79bdf64ac1bf0 completed May 18, 2026, 2:42 a.m.
NED2 Entity disambiguation (via description) batch_6a0a7d06cb0c819093c960f71861ede8 completed May 18, 2026, 2:44 a.m.
Created at: April 16, 2026, 8:22 p.m.