Triple

T1232128
Position Surface form Disambiguated ID Type / Status
Subject Fergie Jenkins E26465 entity
Predicate nickname P55 FINISHED
Object Fergie
Fergie is a Hall of Fame Canadian former Major League Baseball pitcher best known for his stellar career with the Chicago Cubs.
 E140613 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: Fergie | Statement: [Fergie Jenkins, nickname, Fergie]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Fergie
Context triple: [Fergie Jenkins, nickname, Fergie]
  • A. Fergie
    Fergie is an American singer, rapper, and songwriter best known as the female vocalist of the pop-rap group the Black Eyed Peas and for her successful solo career.
  • B. Missy Elliott
    Missy Elliott is an influential American rapper, singer, songwriter, and producer known for her innovative music, groundbreaking music videos, and major impact on hip-hop and pop culture.
  • C. Nicki Minaj
    Nicki Minaj is a Trinidadian-born American rapper, singer, and songwriter known for her animated flow, alter egos, and major influence on contemporary hip hop and pop music.
  • D. Kelly Rowland
    Kelly Rowland is an American singer, songwriter, and actress best known as a member of Destiny's Child and for her successful solo R&B and pop career.
  • E. Ciara
    Ciara is an American singer, songwriter, and dancer known for her dynamic R&B and pop hits, intricate choreography, and influential presence in 2000s contemporary music.
  • 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: Fergie
Triple: [Fergie Jenkins, nickname, Fergie]
Generated description
Fergie is a Hall of Fame Canadian former Major League Baseball pitcher best known for his stellar career with the Chicago Cubs.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Fergie
Target entity description: Fergie is a Hall of Fame Canadian former Major League Baseball pitcher best known for his stellar career with the Chicago Cubs.
  • A. Fergie
    Fergie is an American singer, rapper, and songwriter best known as the female vocalist of the pop-rap group the Black Eyed Peas and for her successful solo career.
  • B. Missy Elliott
    Missy Elliott is an influential American rapper, singer, songwriter, and producer known for her innovative music, groundbreaking music videos, and major impact on hip-hop and pop culture.
  • C. Nicki Minaj
    Nicki Minaj is a Trinidadian-born American rapper, singer, and songwriter known for her animated flow, alter egos, and major influence on contemporary hip hop and pop music.
  • D. Kelly Rowland
    Kelly Rowland is an American singer, songwriter, and actress best known as a member of Destiny's Child and for her successful solo R&B and pop career.
  • E. Ciara
    Ciara is an American singer, songwriter, and dancer known for her dynamic R&B and pop hits, intricate choreography, and influential presence in 2000s contemporary music.
  • 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_69a4948571c88190a9191e451e6035fd completed March 1, 2026, 7:33 p.m.
NER Named-entity recognition batch_69a4be5a25348190a0665b6324c4d8f5 completed March 1, 2026, 10:31 p.m.
NED1 Entity disambiguation (via context triple) batch_69ac8a1457a08190aef2f7fed6c6725f completed March 7, 2026, 8:27 p.m.
NEDg Description generation batch_69ac8a73ac2c8190a5617c6f3d4ae5d1 completed March 7, 2026, 8:28 p.m.
NED2 Entity disambiguation (via description) batch_69ac8afa5a4881908d8373915eaafb5b completed March 7, 2026, 8:30 p.m.
Created at: March 1, 2026, 7:47 p.m.