Triple

T8122577
Position Surface form Disambiguated ID Type / Status
Subject Cheryl Cole E189642 entity
Predicate notableWork P4 FINISHED
Object solo album "Only Human"
"Only Human" is a pop and R&B-influenced studio album by British singer Cheryl (formerly Cheryl Cole), showcasing her transition into a more mature, electronic-tinged sound.
 E714587 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: solo album "Only Human" | Statement: [Cheryl Cole, notableWork, solo album "Only Human"]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: solo album "Only Human"
Context triple: [Cheryl Cole, notableWork, solo album "Only Human"]
  • A. solo album "...Something to Be"
    "...Something to Be" is the debut solo studio album by Matchbox Twenty frontman Rob Thomas, blending pop rock and adult contemporary styles and featuring the hit single "Lonely No More."
  • B. solo album "The Great Unknown"
    "The Great Unknown" is a 2015 pop-rock solo album by Matchbox Twenty frontman Rob Thomas, showcasing his melodic songwriting and introspective lyrics.
  • C. solo album "Cradlesong"
    "Cradlesong" is the second solo studio album by Matchbox Twenty frontman Rob Thomas, blending pop rock and adult contemporary styles and featuring the hit single "Her Diamonds."
  • D. solo album "Self-Titled"
    "Self-Titled" is Marcus Mumford's debut solo album, showcasing a more personal, introspective songwriting style distinct from his work with Mumford & Sons.
  • E. solo album "We'll Never Turn Back"
    "We'll Never Turn Back" is a 2007 solo album by Mavis Staples that blends gospel, soul, and blues to reflect on the civil rights movement and contemporary social justice struggles.
  • 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: solo album "Only Human"
Triple: [Cheryl Cole, notableWork, solo album "Only Human"]
Generated description
"Only Human" is a pop and R&B-influenced studio album by British singer Cheryl (formerly Cheryl Cole), showcasing her transition into a more mature, electronic-tinged sound.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: solo album "Only Human"
Target entity description: "Only Human" is a pop and R&B-influenced studio album by British singer Cheryl (formerly Cheryl Cole), showcasing her transition into a more mature, electronic-tinged sound.
  • A. solo album "...Something to Be"
    "...Something to Be" is the debut solo studio album by Matchbox Twenty frontman Rob Thomas, blending pop rock and adult contemporary styles and featuring the hit single "Lonely No More."
  • B. solo album "The Great Unknown"
    "The Great Unknown" is a 2015 pop-rock solo album by Matchbox Twenty frontman Rob Thomas, showcasing his melodic songwriting and introspective lyrics.
  • C. solo album "Cradlesong"
    "Cradlesong" is the second solo studio album by Matchbox Twenty frontman Rob Thomas, blending pop rock and adult contemporary styles and featuring the hit single "Her Diamonds."
  • D. solo album "Self-Titled"
    "Self-Titled" is Marcus Mumford's debut solo album, showcasing a more personal, introspective songwriting style distinct from his work with Mumford & Sons.
  • E. solo album "We'll Never Turn Back"
    "We'll Never Turn Back" is a 2007 solo album by Mavis Staples that blends gospel, soul, and blues to reflect on the civil rights movement and contemporary social justice struggles.
  • 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_69ca82bb74848190afb1f18640632c10 completed March 30, 2026, 2:03 p.m.
NER Named-entity recognition batch_69cb435cb30881909ccaa2f625e53799 completed March 31, 2026, 3:45 a.m.
NED1 Entity disambiguation (via context triple) batch_69cc945c743c8190bf1d8e60975bd8bc completed April 1, 2026, 3:43 a.m.
NEDg Description generation batch_69cc976995e481908a7e8f3b49c2784b completed April 1, 2026, 3:56 a.m.
NED2 Entity disambiguation (via description) batch_69cca843fbc0819098d1841fcef25eaa completed April 1, 2026, 5:08 a.m.
Created at: March 30, 2026, 5:33 p.m.