Triple

T1896748
Position Surface form Disambiguated ID Type / Status
Subject Britney Spears E37599 entity
Predicate spouse P13 FINISHED
Object Sam Asghari
Sam Asghari is an Iranian-American fitness trainer, model, and actor best known for his high-profile relationship and marriage to pop star Britney Spears.
 E211640 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: Sam Asghari | Statement: [Britney Spears, spouse, Sam Asghari]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Sam Asghari
Context triple: [Britney Spears, spouse, Sam Asghari]
  • A. Ramin Toloui
    Ramin Toloui is an American economist and former global co-head of emerging markets at PIMCO who has served in senior international economic policy roles in the U.S. government.
  • B. David Bakhtiari
    David Bakhtiari is an American football offensive tackle best known for his Pro Bowl career with the Green Bay Packers in the NFL.
  • C. Kaveh Khosrowshahi
    Kaveh Khosrowshahi is a businessman and member of the prominent Khosrowshahi family, known in part for his familial connection to Uber CEO Dara Khosrowshahi.
  • D. Saeed Sohrab
    Saeed Sohrab is an Iranian academic and mathematician recognized as a distinguished alumnus of Sharif University of Technology.
  • E. Ramin Mazaheri
    Ramin Mazaheri is an Iranian journalist and political analyst known for his reporting and commentary on international affairs and socio-political issues.
  • 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: Sam Asghari
Triple: [Britney Spears, spouse, Sam Asghari]
Generated description
Sam Asghari is an Iranian-American fitness trainer, model, and actor best known for his high-profile relationship and marriage to pop star Britney Spears.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Sam Asghari
Target entity description: Sam Asghari is an Iranian-American fitness trainer, model, and actor best known for his high-profile relationship and marriage to pop star Britney Spears.
  • A. Ramin Toloui
    Ramin Toloui is an American economist and former global co-head of emerging markets at PIMCO who has served in senior international economic policy roles in the U.S. government.
  • B. David Bakhtiari
    David Bakhtiari is an American football offensive tackle best known for his Pro Bowl career with the Green Bay Packers in the NFL.
  • C. Kaveh Khosrowshahi
    Kaveh Khosrowshahi is a businessman and member of the prominent Khosrowshahi family, known in part for his familial connection to Uber CEO Dara Khosrowshahi.
  • D. Saeed Sohrab
    Saeed Sohrab is an Iranian academic and mathematician recognized as a distinguished alumnus of Sharif University of Technology.
  • E. Ramin Mazaheri
    Ramin Mazaheri is an Iranian journalist and political analyst known for his reporting and commentary on international affairs and socio-political issues.
  • 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.