Triple

T2751337
Position Surface form Disambiguated ID Type / Status
Subject Scream & Shout E60993 entity
Predicate writer P1360 FINISHED
Object Tulisa Contostavlos
Tulisa Contostavlos is a British singer, songwriter, and television personality best known as a member of the hip hop group N-Dubz and as a former judge on The X Factor UK.
 E294867 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: Tulisa Contostavlos | Statement: [Scream & Shout, writer, Tulisa Contostavlos]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Tulisa Contostavlos
Context triple: [Scream & Shout, writer, Tulisa Contostavlos]
  • A. Dua Lipa
    Dua Lipa is a British-Albanian pop singer and songwriter known for her deep, distinctive voice and chart-topping hits like "New Rules" and "Don't Start Now."
  • B. Elodie Yung
    Elodie Yung is a French actress best known for her roles in projects like Marvel's "Daredevil" and "The Defenders," where she portrayed the assassin Elektra Natchios.
  • C. Pixie Lott
    Pixie Lott is an English singer, songwriter, and actress who rose to fame with her 2009 debut single "Mama Do (Uh Oh, Uh Oh)" and subsequent pop hits.
  • D. Rita Ora
    Rita Ora is a British singer, songwriter, and actress known for her hit pop songs and film roles, including her appearance in the Fifty Shades film series.
  • E. Nicole Scherzinger
    Nicole Scherzinger is an American singer, songwriter, dancer, and television personality best known as the lead vocalist of the pop group The Pussycat Dolls and for her work on various music and talent shows.
  • 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: Tulisa Contostavlos
Triple: [Scream & Shout, writer, Tulisa Contostavlos]
Generated description
Tulisa Contostavlos is a British singer, songwriter, and television personality best known as a member of the hip hop group N-Dubz and as a former judge on The X Factor UK.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Tulisa Contostavlos
Target entity description: Tulisa Contostavlos is a British singer, songwriter, and television personality best known as a member of the hip hop group N-Dubz and as a former judge on The X Factor UK.
  • A. Dua Lipa
    Dua Lipa is a British-Albanian pop singer and songwriter known for her deep, distinctive voice and chart-topping hits like "New Rules" and "Don't Start Now."
  • B. Elodie Yung
    Elodie Yung is a French actress best known for her roles in projects like Marvel's "Daredevil" and "The Defenders," where she portrayed the assassin Elektra Natchios.
  • C. Pixie Lott
    Pixie Lott is an English singer, songwriter, and actress who rose to fame with her 2009 debut single "Mama Do (Uh Oh, Uh Oh)" and subsequent pop hits.
  • D. Rita Ora
    Rita Ora is a British singer, songwriter, and actress known for her hit pop songs and film roles, including her appearance in the Fifty Shades film series.
  • E. Nicole Scherzinger
    Nicole Scherzinger is an American singer, songwriter, dancer, and television personality best known as the lead vocalist of the pop group The Pussycat Dolls and for her work on various music and talent shows.
  • 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_69ab4b7a85bc819094a349b84beb1f2c completed March 6, 2026, 9:47 p.m.
NER Named-entity recognition batch_69abdb6b6f0c8190901ab032dfb21e37 completed March 7, 2026, 8:01 a.m.
NED1 Entity disambiguation (via context triple) batch_69afbbd86ac88190a4aba335ef9942e4 completed March 10, 2026, 6:36 a.m.
NEDg Description generation batch_69afbc8415388190a39d459ff7a411e4 completed March 10, 2026, 6:39 a.m.
NED2 Entity disambiguation (via description) batch_69afbcc460b88190986844c39165ef14 completed March 10, 2026, 6:40 a.m.
Created at: March 6, 2026, 9:56 p.m.