Triple

T16937825
Position Surface form Disambiguated ID Type / Status
Subject Ella Mai E410874 entity
Predicate notableEP P30401 FINISHED
Object Change
"Change" is an R&B EP by British singer Ella Mai that helped establish her smooth, emotive style and grow her early fanbase.
 E1241518 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: Change | Statement: [Ella Mai, notableEP, Change]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Change
Context triple: [Ella Mai, notableEP, Change]
  • A. Change
    Change was an Italian-American post-disco and R&B studio group formed in the late 1970s, best known for its sophisticated dance grooves and for launching the early international career of Luther Vandross.
  • B. Change
    "Change" is a critically acclaimed 2001 indie rock album by The Dismemberment Plan, noted for its more melodic, introspective sound and experimental approach compared to the band's earlier work.
  • C. Change
    Change is the fifth studio album by British girl group Sugababes, marking a more mature pop sound and featuring the hit single "About You Now."
  • D. Change
    "Change" is a reflective, melodic rock song by Blind Melon known for its introspective lyrics and Shannon Hoon’s emotive vocal performance.
  • E. Change
    "Change" is a reflective hip-hop track by J. Cole that explores themes of personal growth, loss, and the struggle to break cycles of violence.
  • 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: Change
Triple: [Ella Mai, notableEP, Change]
Generated description
"Change" is an R&B EP by British singer Ella Mai that helped establish her smooth, emotive style and grow her early fanbase.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Change
Target entity description: "Change" is an R&B EP by British singer Ella Mai that helped establish her smooth, emotive style and grow her early fanbase.
  • A. Change
    "Change" is a reflective, melodic rock song by Blind Melon known for its introspective lyrics and Shannon Hoon’s emotive vocal performance.
  • B. Change
    Change was an Italian-American post-disco and R&B studio group formed in the late 1970s, best known for its sophisticated dance grooves and for launching the early international career of Luther Vandross.
  • C. Change
    "Change" is a reflective hip-hop track by J. Cole that explores themes of personal growth, loss, and the struggle to break cycles of violence.
  • D. Change
    "Change" is a critically acclaimed 2001 indie rock album by The Dismemberment Plan, noted for its more melodic, introspective sound and experimental approach compared to the band's earlier work.
  • E. Change
    Change is the fifth studio album by British girl group Sugababes, marking a more mature pop sound and featuring the hit single "About You Now."
  • 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_69d886c886688190967be07322597ac9 completed April 10, 2026, 5:12 a.m.
NER Named-entity recognition batch_69e3cf2b88bc8190aeb7b07032478ae3 completed April 18, 2026, 6:36 p.m.
NED1 Entity disambiguation (via context triple) batch_6a00cfe5210c8190873be6ccf2369b34 completed May 10, 2026, 6:35 p.m.
NEDg Description generation batch_6a00d0a0852c8190991af93d50fa2216 completed May 10, 2026, 6:38 p.m.
NED2 Entity disambiguation (via description) batch_6a00d14b83d88190b3dbc124d5b33029 completed May 10, 2026, 6:41 p.m.
Created at: April 10, 2026, 5:30 a.m.