Triple

T5910212
Position Surface form Disambiguated ID Type / Status
Subject Nicole Scherzinger E131439 entity
Predicate birthName P65 FINISHED
Object Nicole Prescovia Elikolani Valiente
Nicole Prescovia Elikolani Valiente, better known as Nicole Scherzinger, is an American singer, dancer, and television personality who rose to fame as the lead vocalist of the pop group The Pussycat Dolls.
E553969 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 Prescovia Elikolani Valiente | Statement: [Nicole Scherzinger, birthName, Nicole Prescovia Elikolani Valiente]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Nicole Prescovia Elikolani Valiente
Context triple: [Nicole Scherzinger, birthName, Nicole Prescovia Elikolani Valiente]
  • A. Natasha Fuentes
    Natasha Fuentes is a daughter of renowned Mexican novelist and diplomat Carlos Fuentes.
  • B. Camile Velasco
    Camile Velasco is a Filipino-American singer who gained national recognition as a finalist on the third season of the television talent show American Idol.
  • C. Diana Natalicio
    Diana Natalicio was a prominent American academic leader and long-serving president of the University of Texas at El Paso, recognized nationally for expanding access to higher education and improving opportunities for underrepresented students.
  • D. Michelle Tesoro
    Michelle Tesoro is an American film and television editor known for her work on acclaimed projects such as the biographical drama "On the Basis of Sex."
  • E. Maya Vidal
    Maya Vidal is the troubled teenage protagonist of Isabel Allende’s novel "Maya’s Notebook," whose coming-of-age journey unfolds through her candid, reflective diary entries.
  • 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 Prescovia Elikolani Valiente
Triple: [Nicole Scherzinger, birthName, Nicole Prescovia Elikolani Valiente]
Generated description
Nicole Prescovia Elikolani Valiente, better known as Nicole Scherzinger, is an American singer, dancer, and television personality who rose to fame as the lead vocalist of the pop group The Pussycat Dolls.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Nicole Prescovia Elikolani Valiente
Target entity description: Nicole Prescovia Elikolani Valiente, better known as Nicole Scherzinger, is an American singer, dancer, and television personality who rose to fame as the lead vocalist of the pop group The Pussycat Dolls.
  • A. Natasha Fuentes
    Natasha Fuentes is a daughter of renowned Mexican novelist and diplomat Carlos Fuentes.
  • B. Camile Velasco
    Camile Velasco is a Filipino-American singer who gained national recognition as a finalist on the third season of the television talent show American Idol.
  • C. Diana Natalicio
    Diana Natalicio was a prominent American academic leader and long-serving president of the University of Texas at El Paso, recognized nationally for expanding access to higher education and improving opportunities for underrepresented students.
  • D. Michelle Tesoro
    Michelle Tesoro is an American film and television editor known for her work on acclaimed projects such as the biographical drama "On the Basis of Sex."
  • E. Maya Vidal
    Maya Vidal is the troubled teenage protagonist of Isabel Allende’s novel "Maya’s Notebook," whose coming-of-age journey unfolds through her candid, reflective diary entries.
  • 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_69c008593a44819081a07ae0efe6c574 completed March 22, 2026, 3:18 p.m.
NER Named-entity recognition batch_69c03775590481909a797b166fbe108c completed March 22, 2026, 6:39 p.m.
NED1 Entity disambiguation (via context triple) batch_69c0b17375488190a3053d37712501b3 completed March 23, 2026, 3:20 a.m.
NEDg Description generation batch_69c0b314b814819087be63d41c10e26e completed March 23, 2026, 3:27 a.m.
NED2 Entity disambiguation (via description) batch_69c0b3c1e9c08190bc291e1e20005aba completed March 23, 2026, 3:30 a.m.
Created at: March 22, 2026, 3:59 p.m.