Triple

T794790
Position Surface form Disambiguated ID Type / Status
Subject Magic Johnson E16993 entity
Predicate spouse P13 FINISHED
Object Cookie Johnson
Cookie Johnson is an American businesswoman, philanthropist, and HIV/AIDS advocate best known as the longtime wife of NBA legend Magic Johnson.
E105296 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: Cookie Johnson | Statement: [Magic Johnson, spouse, Cookie Johnson]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Cookie Johnson
Context triple: [Magic Johnson, spouse, Cookie Johnson]
  • A. Jo Johnson
    Jo Johnson is a British Conservative politician and former Member of Parliament who has held ministerial roles, particularly in higher education and transport, and is the younger brother of former Prime Minister Boris Johnson.
  • B. Christopher Johnson
    Christopher Johnson is an American businessman and member of the Johnson family who serves as a principal owner and executive of the New York Jets NFL franchise.
  • C. Jimmy Ba
    Jimmy Ba is a prominent machine learning researcher known for his work on deep learning optimization methods such as the Adam optimizer.
  • D. J. Johnson
    J. Johnson was an 18th-century London publisher and bookseller known for issuing scientific, literary, and radical works, including Erasmus Darwin’s "The Botanic Garden."
  • E. Ray J
    Ray J is an American R&B singer, songwriter, actor, and television personality known for his music career, reality TV appearances, and high-profile relationships.
  • 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: Cookie Johnson
Triple: [Magic Johnson, spouse, Cookie Johnson]
Generated description
Cookie Johnson is an American businesswoman, philanthropist, and HIV/AIDS advocate best known as the longtime wife of NBA legend Magic Johnson.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Cookie Johnson
Target entity description: Cookie Johnson is an American businesswoman, philanthropist, and HIV/AIDS advocate best known as the longtime wife of NBA legend Magic Johnson.
  • A. Jo Johnson
    Jo Johnson is a British Conservative politician and former Member of Parliament who has held ministerial roles, particularly in higher education and transport, and is the younger brother of former Prime Minister Boris Johnson.
  • B. Christopher Johnson
    Christopher Johnson is an American businessman and member of the Johnson family who serves as a principal owner and executive of the New York Jets NFL franchise.
  • C. Jimmy Ba
    Jimmy Ba is a prominent machine learning researcher known for his work on deep learning optimization methods such as the Adam optimizer.
  • D. J. Johnson
    J. Johnson was an 18th-century London publisher and bookseller known for issuing scientific, literary, and radical works, including Erasmus Darwin’s "The Botanic Garden."
  • E. Ray J
    Ray J is an American R&B singer, songwriter, actor, and television personality known for his music career, reality TV appearances, and high-profile relationships.
  • 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_69a4936cb7448190914f5fe4b8d81607 completed March 1, 2026, 7:28 p.m.
NER Named-entity recognition batch_69a4a7b04cd8819092e2fd7ba4df8672 completed March 1, 2026, 8:55 p.m.
NED1 Entity disambiguation (via context triple) batch_69a7c00c1db48190906a02bb80fe98dc completed March 4, 2026, 5:15 a.m.
NEDg Description generation batch_69a7c13f15848190b126bdc434953a22 completed March 4, 2026, 5:21 a.m.
NED2 Entity disambiguation (via description) batch_69a7c21dd42881908ac19fed7454d7a9 completed March 4, 2026, 5:24 a.m.
Created at: March 1, 2026, 7:38 p.m.