Triple

T12365849
Position Surface form Disambiguated ID Type / Status
Subject Tulisa Contostavlos E294867 entity
Predicate birthName P65 FINISHED
Object Tula Paulinea Contostavlos
Tula Paulinea Contostavlos, better known as Tulisa, is a British singer, songwriter, and television personality who rose to fame as a member of the hip hop group N-Dubz and as a judge on The X Factor UK.
E982146 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: Tula Paulinea Contostavlos | Statement: [Tulisa Contostavlos, birthName, Tula Paulinea Contostavlos]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Tula Paulinea Contostavlos
Context triple: [Tulisa Contostavlos, birthName, Tula Paulinea Contostavlos]
  • A. Elena Kampouris
    Elena Kampouris is an American actress known for her roles in films such as "Before I Fall" and "My Big Fat Greek Wedding 2," as well as the Netflix series "Sacred Lies."
  • B. Alexandra Apostolides
    Alexandra Apostolides was the founder of the Daughters of Penelope, a prominent women's auxiliary organization associated with the American Hellenic Educational Progressive Association (AHEPA).
  • C. Arianna Stassinopoulos
    Arianna Stassinopoulos is a Greek-American author, media entrepreneur, and co-founder of The Huffington Post, widely known for her influence in digital media and wellness advocacy.
  • D. Maria Pappas
    Maria Pappas is a longtime American public official and attorney best known for serving as the elected Treasurer of Cook County, Illinois, where she oversees the county’s property tax system and financial operations.
  • E. Eleni Kounalakis
    Eleni Kounalakis is an American politician and former U.S. ambassador who serves as the lieutenant governor of California.
  • 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: Tula Paulinea Contostavlos
Triple: [Tulisa Contostavlos, birthName, Tula Paulinea Contostavlos]
Generated description
Tula Paulinea Contostavlos, better known as Tulisa, is a British singer, songwriter, and television personality who rose to fame as a member of the hip hop group N-Dubz and as a judge on The X Factor UK.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Tula Paulinea Contostavlos
Target entity description: Tula Paulinea Contostavlos, better known as Tulisa, is a British singer, songwriter, and television personality who rose to fame as a member of the hip hop group N-Dubz and as a judge on The X Factor UK.
  • A. Elena Kampouris
    Elena Kampouris is an American actress known for her roles in films such as "Before I Fall" and "My Big Fat Greek Wedding 2," as well as the Netflix series "Sacred Lies."
  • B. Alexandra Apostolides
    Alexandra Apostolides was the founder of the Daughters of Penelope, a prominent women's auxiliary organization associated with the American Hellenic Educational Progressive Association (AHEPA).
  • C. Arianna Stassinopoulos
    Arianna Stassinopoulos is a Greek-American author, media entrepreneur, and co-founder of The Huffington Post, widely known for her influence in digital media and wellness advocacy.
  • D. Maria Pappas
    Maria Pappas is a longtime American public official and attorney best known for serving as the elected Treasurer of Cook County, Illinois, where she oversees the county’s property tax system and financial operations.
  • E. Eleni Kounalakis
    Eleni Kounalakis is an American politician and former U.S. ambassador who serves as the lieutenant governor of California.
  • 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_69d6ab6d8a4081908636601e69ddf262 completed April 8, 2026, 7:24 p.m.
NER Named-entity recognition batch_69d93fa3f958819080555bcae9958a53 completed April 10, 2026, 6:21 p.m.
NED1 Entity disambiguation (via context triple) batch_69f634721e948190bb8e97ef677b9f59 completed May 2, 2026, 5:29 p.m.
NEDg Description generation batch_69f6386304c08190b629d51fd0abcefa completed May 2, 2026, 5:46 p.m.
NED2 Entity disambiguation (via description) batch_69f63900ea248190bf59c1123ea78372 completed May 2, 2026, 5:48 p.m.
Created at: April 8, 2026, 9:54 p.m.