Triple

T9114127
Position Surface form Disambiguated ID Type / Status
Subject Underworld E218681 entity
Predicate hasMember P10 FINISHED
Object Karl Hyde
Karl Hyde is an English musician, singer, and songwriter best known as the frontman and co-founder of the electronic music group Underworld.
 E779297 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: Karl Hyde | Statement: [Underworld, hasMember, Karl Hyde]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Karl Hyde
Context triple: [Underworld, hasMember, Karl Hyde]
  • A. Dean Wareham
    Dean Wareham is an American musician and songwriter best known as the frontman of the indie rock bands Galaxie 500 and Luna.
  • B. Craig Wedren
    Craig Wedren is an American composer and musician best known as the lead singer of the band Shudder to Think and for his extensive work scoring films and television.
  • C. John Squire
    John Squire is an English musician and visual artist best known as the lead guitarist and co-founder of the influential alternative rock band The Stone Roses.
  • D. Tim Kitzrow
    Tim Kitzrow is a sports announcer best known as the iconic, over-the-top voice of the classic arcade basketball video game NBA Jam.
  • E. Sid Phillips
    Sid Phillips is the sadistic, toy-destroying neighborhood bully who serves as the primary human antagonist in Pixar's original Toy Story film.
  • 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: Karl Hyde
Triple: [Underworld, hasMember, Karl Hyde]
Generated description
Karl Hyde is an English musician, singer, and songwriter best known as the frontman and co-founder of the electronic music group Underworld.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Karl Hyde
Target entity description: Karl Hyde is an English musician, singer, and songwriter best known as the frontman and co-founder of the electronic music group Underworld.
  • A. Dean Wareham
    Dean Wareham is an American musician and songwriter best known as the frontman of the indie rock bands Galaxie 500 and Luna.
  • B. Craig Wedren
    Craig Wedren is an American composer and musician best known as the lead singer of the band Shudder to Think and for his extensive work scoring films and television.
  • C. John Squire
    John Squire is an English musician and visual artist best known as the lead guitarist and co-founder of the influential alternative rock band The Stone Roses.
  • D. Tim Kitzrow
    Tim Kitzrow is a sports announcer best known as the iconic, over-the-top voice of the classic arcade basketball video game NBA Jam.
  • E. Sid Phillips
    Sid Phillips is the sadistic, toy-destroying neighborhood bully who serves as the primary human antagonist in Pixar's original Toy Story film.
  • 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_69ca83dc94ac8190b9ef42684d36ff39 completed March 30, 2026, 2:08 p.m.
NER Named-entity recognition batch_69cca84c209c8190b082a9b8499bedf7 completed April 1, 2026, 5:08 a.m.
NED1 Entity disambiguation (via context triple) batch_69d0305eb6e081908edba0ddab25e209 completed April 3, 2026, 9:25 p.m.
NEDg Description generation batch_69d032eb2e708190b2d265ad7b49d084 completed April 3, 2026, 9:36 p.m.
NED2 Entity disambiguation (via description) batch_69d0337057048190af062152688599a1 completed April 3, 2026, 9:38 p.m.
Created at: March 30, 2026, 7:16 p.m.