Triple

T8764813
Position Surface form Disambiguated ID Type / Status
Subject Rather Be E208310 entity
Predicate songwriter P1141 FINISHED
Object Nicole Marshall
Nicole Marshall is a songwriter best known for co-writing the hit song "Rather Be" by Clean Bandit featuring Jess Glynne.
E835324 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: Nicole Marshall | Statement: [Rather Be, songwriter, Nicole Marshall]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Nicole Marshall
Context triple: [Rather Be, songwriter, Nicole Marshall]
  • A. Nicole Willis
    Nicole Willis is a central character in the thriller film "Mindhunters," portrayed as one of the FBI profiler trainees trapped on a remote island during a deadly training exercise.
  • B. Nicole Parker
    Nicole Parker is an American actress and comedian best known for her sketch work on MADtv and roles in parody films.
  • C. Nicole Young
    Nicole Young is an American attorney best known as the longtime former wife of hip-hop producer and entrepreneur Dr. Dre.
  • D. Nicole Johnson
    Nicole Johnson is an American model and former Miss California USA best known as the wife of Olympic swimmer Michael Phelps.
  • E. Nicole Wray
    Nicole Wray is an American R&B and soul singer known for her late-1990s debut under Missy Elliott’s guidance and later collaborations across hip hop and alternative R&B.
  • 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: Nicole Marshall
Triple: [Rather Be, songwriter, Nicole Marshall]
Generated description
Nicole Marshall is a songwriter best known for co-writing the hit song "Rather Be" by Clean Bandit featuring Jess Glynne.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Nicole Marshall
Target entity description: Nicole Marshall is a songwriter best known for co-writing the hit song "Rather Be" by Clean Bandit featuring Jess Glynne.
  • A. Nicole Willis
    Nicole Willis is a central character in the thriller film "Mindhunters," portrayed as one of the FBI profiler trainees trapped on a remote island during a deadly training exercise.
  • B. Nicole Parker
    Nicole Parker is an American actress and comedian best known for her sketch work on MADtv and roles in parody films.
  • C. Nicole Young
    Nicole Young is an American attorney best known as the longtime former wife of hip-hop producer and entrepreneur Dr. Dre.
  • D. Nicole Johnson
    Nicole Johnson is an American model and former Miss California USA best known as the wife of Olympic swimmer Michael Phelps.
  • E. Nicole Wray
    Nicole Wray is an American R&B and soul singer known for her late-1990s debut under Missy Elliott’s guidance and later collaborations across hip hop and alternative R&B.
  • 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_69ca835df7e08190ac875664cca8f9ca completed March 30, 2026, 2:06 p.m.
NER Named-entity recognition batch_69cc5ee850b88190a0294bcbe4045aa3 completed March 31, 2026, 11:55 p.m.
NED1 Entity disambiguation (via context triple) batch_69d2693f054081909fe58a252bd76226 completed April 5, 2026, 1:53 p.m.
NEDg Description generation batch_69d26db507e08190b0a94e6c3730ec19 completed April 5, 2026, 2:12 p.m.
NED2 Entity disambiguation (via description) batch_69d26e108a588190b8cdb9a496d07a82 completed April 5, 2026, 2:13 p.m.
Created at: March 30, 2026, 6:40 p.m.