Triple

T3621914
Position Surface form Disambiguated ID Type / Status
Subject Mama’s Family E76745 entity
Predicate character P662 FINISHED
Object Naomi Harper
Naomi Harper is a flirtatious, good-natured, and often comedic character from the American sitcom "Mama’s Family," known for being Vint Harper’s wife and a frequent source of humorous domestic squabbles.
 E372998 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: Naomi Harper | Statement: [Mama’s Family, character, Naomi Harper]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Naomi Harper
Context triple: [Mama’s Family, character, Naomi Harper]
  • A. Naomi King
    Naomi King is the daughter of renowned American horror novelist Stephen King.
  • B. Lisa Harrow
    Lisa Harrow is a New Zealand-born actress known for her work in film, television, and theatre, including prominent roles in Australian and British productions.
  • C. Joanna Pettet
    Joanna Pettet is a British actress best known for her film and television work in the 1960s and 1970s, including prominent roles in movies like "Casino Royale" and various popular TV series.
  • D. Katherine Wilkinson
    Katherine Wilkinson is a climate strategist, author, and speaker known for her work on solutions-focused climate communication and leadership, including co-editing the influential book "All We Can Save."
  • E. Thea Sharrock
    Thea Sharrock is a British theatre and film director known for her acclaimed stage productions and for directing the feature film "Me Before You."
  • 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: Naomi Harper
Triple: [Mama’s Family, character, Naomi Harper]
Generated description
Naomi Harper is a flirtatious, good-natured, and often comedic character from the American sitcom "Mama’s Family," known for being Vint Harper’s wife and a frequent source of humorous domestic squabbles.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Naomi Harper
Target entity description: Naomi Harper is a flirtatious, good-natured, and often comedic character from the American sitcom "Mama’s Family," known for being Vint Harper’s wife and a frequent source of humorous domestic squabbles.
  • A. Naomi King
    Naomi King is the daughter of renowned American horror novelist Stephen King.
  • B. Lisa Harrow
    Lisa Harrow is a New Zealand-born actress known for her work in film, television, and theatre, including prominent roles in Australian and British productions.
  • C. Joanna Pettet
    Joanna Pettet is a British actress best known for her film and television work in the 1960s and 1970s, including prominent roles in movies like "Casino Royale" and various popular TV series.
  • D. Katherine Wilkinson
    Katherine Wilkinson is a climate strategist, author, and speaker known for her work on solutions-focused climate communication and leadership, including co-editing the influential book "All We Can Save."
  • E. Thea Sharrock
    Thea Sharrock is a British theatre and film director known for her acclaimed stage productions and for directing the feature film "Me Before You."
  • 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_69ad85dae2fc81908d1ceadbc6af0089 completed March 8, 2026, 2:21 p.m.
NER Named-entity recognition batch_69adc2bb12cc8190bd67597cf3b66a3a completed March 8, 2026, 6:40 p.m.
NED1 Entity disambiguation (via context triple) batch_69b4331e75d08190ad1ce3e7ef26454a completed March 13, 2026, 3:54 p.m.
NEDg Description generation batch_69b436140e9c81909c0616e6fce36c2b completed March 13, 2026, 4:06 p.m.
NED2 Entity disambiguation (via description) batch_69b439c83580819091024e692847a7db completed March 13, 2026, 4:22 p.m.
Created at: March 8, 2026, 3:23 p.m.