Triple

T22913027
Position Surface form Disambiguated ID Type / Status
Subject Ten E568653 entity
Predicate hasLeader P981 FINISHED
Object Gary Hughes
Gary Hughes is a British singer, songwriter, and producer best known as the frontman and primary songwriter of the melodic hard rock band Ten.
 E1561171 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: Gary Hughes | Statement: [Ten, hasLeader, Gary Hughes]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Gary Hughes
Context triple: [Ten, hasLeader, Gary Hughes]
  • A. Don Hughes
    Don Hughes is a notable member of the Hughes family, recognized for his prominence within that lineage.
  • B. Ray Hughes
    Ray Hughes is a wisecracking Chicago detective portrayed by Gregory Hines in the 1986 buddy-cop action-comedy film "Running Scared."
  • C. Jimmy Hughes
    Jimmy Hughes is a central character on the sitcom "Yes, Dear," portrayed as a well-meaning but often overwhelmed young father and husband navigating everyday family chaos.
  • D. Jimmy Hughes
    Jimmy Hughes is a relatively obscure individual primarily known through his familial connection to Kim Warner.
  • E. Albert Hughes
    Albert Hughes is an American film director best known as one half of the Hughes Brothers, the sibling duo behind gritty, stylish dramas such as "Menace II Society" and "From Hell."
  • 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: Gary Hughes
Triple: [Ten, hasLeader, Gary Hughes]
Generated description
Gary Hughes is a British singer, songwriter, and producer best known as the frontman and primary songwriter of the melodic hard rock band Ten.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Gary Hughes
Target entity description: Gary Hughes is a British singer, songwriter, and producer best known as the frontman and primary songwriter of the melodic hard rock band Ten.
  • A. Don Hughes
    Don Hughes is a notable member of the Hughes family, recognized for his prominence within that lineage.
  • B. Ray Hughes
    Ray Hughes is a wisecracking Chicago detective portrayed by Gregory Hines in the 1986 buddy-cop action-comedy film "Running Scared."
  • C. Jimmy Hughes
    Jimmy Hughes is a central character on the sitcom "Yes, Dear," portrayed as a well-meaning but often overwhelmed young father and husband navigating everyday family chaos.
  • D. Jimmy Hughes
    Jimmy Hughes is a relatively obscure individual primarily known through his familial connection to Kim Warner.
  • E. Albert Hughes
    Albert Hughes is an American film director best known as one half of the Hughes Brothers, the sibling duo behind gritty, stylish dramas such as "Menace II Society" and "From Hell."
  • 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_69e2458d90c88190a58cead4e781ca6a completed April 17, 2026, 2:37 p.m.
NER Named-entity recognition batch_69f1807668c481908494769bab9c8f1d completed April 29, 2026, 3:52 a.m.
NED1 Entity disambiguation (via context triple) batch_6a0bb9d19058819086e2e692adcb0ab0 completed May 19, 2026, 1:16 a.m.
NEDg Description generation batch_6a0bbce92f7481908d93857c9f1f8a30 completed May 19, 2026, 1:29 a.m.
NED2 Entity disambiguation (via description) batch_6a0bbd88836c8190a1b9e6c72ff8000f completed May 19, 2026, 1:31 a.m.
Created at: April 17, 2026, 3:42 p.m.