Triple

T8620636
Position Surface form Disambiguated ID Type / Status
Subject Bernie Mac E204153 entity
Predicate spouse P13 FINISHED
Object Rhonda McCullough
Rhonda McCullough is the widow of comedian and actor Bernie Mac, known for preserving his legacy and involvement in charitable and foundation work in his name.
 E746841 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: Rhonda McCullough | Statement: [Bernie Mac, spouse, Rhonda McCullough]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Rhonda McCullough
Context triple: [Bernie Mac, spouse, Rhonda McCullough]
  • A. Rhonda Epinstall
    Rhonda Epinstall is a bold, outspoken best friend character in the Australian film "Muriel's Wedding," known for her sharp wit and supportive yet no-nonsense relationship with the protagonist.
  • B. Joyce Culpeper
    Joyce Culpeper was an English noblewoman of the early 16th century best known as the mother of Catherine Howard, the fifth wife of King Henry VIII.
  • C. Diane Millstead
    Diane Millstead is an Australian academic and writer best known as the former wife of comedian and satirist Barry Humphries.
  • D. Rhonda Bates
    Rhonda Bates is an American actress and comedian best known for her television work in the 1970s, often playing tall, quirky, and humorous characters.
  • E. Laura Ricketts
    Laura Ricketts is an American attorney, co-owner of the Chicago Cubs, and prominent LGBTQ+ activist and political donor.
  • 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: Rhonda McCullough
Triple: [Bernie Mac, spouse, Rhonda McCullough]
Generated description
Rhonda McCullough is the widow of comedian and actor Bernie Mac, known for preserving his legacy and involvement in charitable and foundation work in his name.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Rhonda McCullough
Target entity description: Rhonda McCullough is the widow of comedian and actor Bernie Mac, known for preserving his legacy and involvement in charitable and foundation work in his name.
  • A. Rhonda Epinstall
    Rhonda Epinstall is a bold, outspoken best friend character in the Australian film "Muriel's Wedding," known for her sharp wit and supportive yet no-nonsense relationship with the protagonist.
  • B. Joyce Culpeper
    Joyce Culpeper was an English noblewoman of the early 16th century best known as the mother of Catherine Howard, the fifth wife of King Henry VIII.
  • C. Diane Millstead
    Diane Millstead is an Australian academic and writer best known as the former wife of comedian and satirist Barry Humphries.
  • D. Rhonda Bates
    Rhonda Bates is an American actress and comedian best known for her television work in the 1970s, often playing tall, quirky, and humorous characters.
  • E. Laura Ricketts
    Laura Ricketts is an American attorney, co-owner of the Chicago Cubs, and prominent LGBTQ+ activist and political donor.
  • 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_69ca832ceab8819096e4a9f546695079 completed March 30, 2026, 2:05 p.m.
NER Named-entity recognition batch_69cc47167b188190b5d9a113db9b9511 completed March 31, 2026, 10:13 p.m.
NED1 Entity disambiguation (via context triple) batch_69cebbd49cc8819093555edf5ff0acaa completed April 2, 2026, 6:56 p.m.
NEDg Description generation batch_69cebcc22d208190801b4ec58614dfcb completed April 2, 2026, 7 p.m.
NED2 Entity disambiguation (via description) batch_69cebdf3f288819088d83165c741d092 completed April 2, 2026, 7:05 p.m.
Created at: March 30, 2026, 6:26 p.m.