Triple

T14397976
Position Surface form Disambiguated ID Type / Status
Subject Carey Mahoney E356999 entity
Predicate hasFriend P8712 FINISHED
Object Laverne Hooks
Laverne Hooks is a soft-spoken yet unexpectedly tough police officer character from the "Police Academy" comedy film series.
E1096658 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: Laverne Hooks | Statement: [Carey Mahoney, hasFriend, Laverne Hooks]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Laverne Hooks
Context triple: [Carey Mahoney, hasFriend, Laverne Hooks]
  • A. Laverne McKinnon
    Laverne McKinnon is a television producer and development executive known for her work on female-driven series and her leadership roles in the entertainment industry.
  • B. Laverne Todd
    Laverne Todd is a central character on the American sitcom "Empty Nest," known as one of the key figures in the show's ensemble cast.
  • C. Janet Vivian Hooks
    Janet Vivian Hooks, known professionally as Jan Hooks, was an American actress and comedian best known for her work as a cast member on "Saturday Night Live" in the late 1980s and early 1990s.
  • D. Georgia Groome
    Georgia Groome is an English actress best known for her lead role in the teen comedy film "Angus, Thongs and Perfect Snogging."
  • E. Johnette Howard
    Johnette Howard is an American sports journalist and author known for her insightful writing on athletes and sports culture.
  • 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: Laverne Hooks
Triple: [Carey Mahoney, hasFriend, Laverne Hooks]
Generated description
Laverne Hooks is a soft-spoken yet unexpectedly tough police officer character from the "Police Academy" comedy film series.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Laverne Hooks
Target entity description: Laverne Hooks is a soft-spoken yet unexpectedly tough police officer character from the "Police Academy" comedy film series.
  • A. Laverne McKinnon
    Laverne McKinnon is a television producer and development executive known for her work on female-driven series and her leadership roles in the entertainment industry.
  • B. Laverne Todd
    Laverne Todd is a central character on the American sitcom "Empty Nest," known as one of the key figures in the show's ensemble cast.
  • C. Janet Vivian Hooks
    Janet Vivian Hooks, known professionally as Jan Hooks, was an American actress and comedian best known for her work as a cast member on "Saturday Night Live" in the late 1980s and early 1990s.
  • D. Georgia Groome
    Georgia Groome is an English actress best known for her lead role in the teen comedy film "Angus, Thongs and Perfect Snogging."
  • E. Johnette Howard
    Johnette Howard is an American sports journalist and author known for her insightful writing on athletes and sports culture.
  • 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_69d827927c988190ad98bb0360981783 completed April 9, 2026, 10:26 p.m.
NER Named-entity recognition batch_69de9083f9d081908fe5c99655c410b3 completed April 14, 2026, 7:07 p.m.
NED1 Entity disambiguation (via context triple) batch_69fd551cbdb08190a9ea53e607f2555b completed May 8, 2026, 3:14 a.m.
NEDg Description generation batch_69fd55d90ed08190b6a0184715f39ff4 completed May 8, 2026, 3:17 a.m.
NED2 Entity disambiguation (via description) batch_69fd565d32fc8190acc1e733537a23cb completed May 8, 2026, 3:19 a.m.
Created at: April 10, 2026, 1:17 a.m.