Triple

T3197026
Position Surface form Disambiguated ID Type / Status
Subject The Saturdays E66958 entity
Predicate hasMember P10 FINISHED
Object Rochelle Humes
Rochelle Humes is a British singer, television presenter, and entrepreneur best known as a member of the girl group The Saturdays and for hosting various UK TV shows.
 E444466 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: Rochelle Humes | Statement: [The Saturdays, hasMember, Rochelle Humes]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Rochelle Humes
Context triple: [The Saturdays, hasMember, Rochelle Humes]
  • A. Mary Beth Hughes
    Mary Beth Hughes was an American film and television actress best known for her roles in 1940s Hollywood dramas and crime films.
  • B. Elizabeth Clemons
    Elizabeth Clemons is known as the spouse of Clarence Clemons, the famed saxophonist for Bruce Springsteen's E Street Band.
  • C. Lisa Rogers
    Lisa Rogers is a member of the Rogers family, known as the daughter of Canadian businessman and media magnate Ted Rogers.
  • D. Rochelle Aytes
    Rochelle Aytes is an American actress known for her roles in television series such as "Mistresses" and "The Purge," as well as films like "Trick 'r Treat."
  • E. Rosemary Woodruff
    Rosemary Woodruff was an American counterculture figure and activist best known for her involvement in the 1960s psychedelic movement alongside Timothy Leary.
  • 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: Rochelle Humes
Triple: [The Saturdays, hasMember, Rochelle Humes]
Generated description
Rochelle Humes is a British singer, television presenter, and entrepreneur best known as a member of the girl group The Saturdays and for hosting various UK TV shows.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Rochelle Humes
Target entity description: Rochelle Humes is a British singer, television presenter, and entrepreneur best known as a member of the girl group The Saturdays and for hosting various UK TV shows.
  • A. Mary Beth Hughes
    Mary Beth Hughes was an American film and television actress best known for her roles in 1940s Hollywood dramas and crime films.
  • B. Elizabeth Clemons
    Elizabeth Clemons is known as the spouse of Clarence Clemons, the famed saxophonist for Bruce Springsteen's E Street Band.
  • C. Lisa Rogers
    Lisa Rogers is a member of the Rogers family, known as the daughter of Canadian businessman and media magnate Ted Rogers.
  • D. Rochelle Aytes
    Rochelle Aytes is an American actress known for her roles in television series such as "Mistresses" and "The Purge," as well as films like "Trick 'r Treat."
  • E. Rosemary Woodruff
    Rosemary Woodruff was an American counterculture figure and activist best known for her involvement in the 1960s psychedelic movement alongside Timothy Leary.
  • 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_69ad8588ba18819086a10951c32ecb80 completed March 8, 2026, 2:19 p.m.
NER Named-entity recognition batch_69ada7177b488190b7a1b40ff3fae15f completed March 8, 2026, 4:43 p.m.
NED1 Entity disambiguation (via context triple) batch_69b65f07e50c8190be1d760f209c4aea completed March 15, 2026, 7:26 a.m.
NEDg Description generation batch_69b6602e8ea88190aaa783df040efa73 completed March 15, 2026, 7:30 a.m.
NED2 Entity disambiguation (via description) batch_69b6608392848190b0173dd3c43ee13d completed March 15, 2026, 7:32 a.m.
Created at: March 8, 2026, 3:07 p.m.