Triple

T1896752
Position Surface form Disambiguated ID Type / Status
Subject Britney Spears E37599 entity
Predicate sibling P363 FINISHED
Object Bryan Spears
Bryan Spears is an American television and film producer best known as the older brother of pop star Britney Spears and for his involvement in managing aspects of her career.
 E211642 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: Bryan Spears | Statement: [Britney Spears, sibling, Bryan Spears]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Bryan Spears
Context triple: [Britney Spears, sibling, Bryan Spears]
  • A. George Michael
    George Michael was an English singer, songwriter, and record producer who achieved global fame both as a member of Wham! and as a solo artist, becoming one of the best-selling musicians of all time.
  • B. Robbie Williams
    Robbie Williams is an English pop singer and entertainer who rose to fame with the boy band Take That before achieving massive success as a solo artist.
  • C. Boy George
    Boy George is an English singer, songwriter, and DJ best known as the flamboyant lead vocalist of the 1980s pop band Culture Club.
  • D. Paul Young
    Paul Young is an American politician serving as the mayor of Memphis, Tennessee.
  • E. Seal
    Seal is a British singer-songwriter known for his soulful voice and hit songs such as "Kiss from a Rose."
  • 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: Bryan Spears
Triple: [Britney Spears, sibling, Bryan Spears]
Generated description
Bryan Spears is an American television and film producer best known as the older brother of pop star Britney Spears and for his involvement in managing aspects of her career.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Bryan Spears
Target entity description: Bryan Spears is an American television and film producer best known as the older brother of pop star Britney Spears and for his involvement in managing aspects of her career.
  • A. George Michael
    George Michael was an English singer, songwriter, and record producer who achieved global fame both as a member of Wham! and as a solo artist, becoming one of the best-selling musicians of all time.
  • B. Robbie Williams
    Robbie Williams is an English pop singer and entertainer who rose to fame with the boy band Take That before achieving massive success as a solo artist.
  • C. Boy George
    Boy George is an English singer, songwriter, and DJ best known as the flamboyant lead vocalist of the 1980s pop band Culture Club.
  • D. Paul Young
    Paul Young is an American politician serving as the mayor of Memphis, Tennessee.
  • E. Seal
    Seal is a British singer-songwriter known for his soulful voice and hit songs such as "Kiss from a Rose."
  • 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_69a8861be7148190a680937ec451a304 completed March 4, 2026, 7:21 p.m.
NER Named-entity recognition batch_69abb16f416c8190a49b24523b3a7f85 completed March 7, 2026, 5:02 a.m.
NED1 Entity disambiguation (via context triple) batch_69adeaee6a048190afd01ab6339a2921 completed March 8, 2026, 9:32 p.m.
NEDg Description generation batch_69adeb6f7f208190af892c3c25961438 completed March 8, 2026, 9:34 p.m.
NED2 Entity disambiguation (via description) batch_69adec28f9188190a58e1a9d792943f6 completed March 8, 2026, 9:37 p.m.
Created at: March 4, 2026, 7:35 p.m.