Triple

T4505246
Position Surface form Disambiguated ID Type / Status
Subject Big Little Lies E101316 entity
Predicate characterFocus P31 FINISHED
Object Madeline Martha Mackenzie
Madeline Martha Mackenzie is a strong-willed, sharp-tongued Monterey mother whose personal and social dramas drive much of the tension and dark humor in the series "Big Little Lies."
 E465867 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: Madeline Martha Mackenzie | Statement: [Big Little Lies, characterFocus, Madeline Martha Mackenzie]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Madeline Martha Mackenzie
Context triple: [Big Little Lies, characterFocus, Madeline Martha Mackenzie]
  • A. Florence Mackenzie
    Florence Mackenzie was the wife of Scottish Olympic champion and missionary Eric Liddell, known for supporting his work in China and caring for their family during his internment and death in World War II.
  • B. Mary Mackilwean
    Mary Mackilwean was the wife of Richard Caswell, the first governor of the U.S. state of North Carolina.
  • C. Mary MacLaren
    Mary MacLaren was an American silent film actress known for her expressive performances in early 20th-century cinema.
  • D. Anne MacKenzie Robertson
    Anne MacKenzie Robertson was the mother of British statesman and four-time Prime Minister William Ewart Gladstone.
  • E. Ellin Mackay
    Ellin Mackay was an American socialite and writer best known for her controversial marriage to composer Irving Berlin, which defied the social and religious norms of their time.
  • 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: Madeline Martha Mackenzie
Triple: [Big Little Lies, characterFocus, Madeline Martha Mackenzie]
Generated description
Madeline Martha Mackenzie is a strong-willed, sharp-tongued Monterey mother whose personal and social dramas drive much of the tension and dark humor in the series "Big Little Lies."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Madeline Martha Mackenzie
Target entity description: Madeline Martha Mackenzie is a strong-willed, sharp-tongued Monterey mother whose personal and social dramas drive much of the tension and dark humor in the series "Big Little Lies."
  • A. Florence Mackenzie
    Florence Mackenzie was the wife of Scottish Olympic champion and missionary Eric Liddell, known for supporting his work in China and caring for their family during his internment and death in World War II.
  • B. Mary Mackilwean
    Mary Mackilwean was the wife of Richard Caswell, the first governor of the U.S. state of North Carolina.
  • C. Mary MacLaren
    Mary MacLaren was an American silent film actress known for her expressive performances in early 20th-century cinema.
  • D. Anne MacKenzie Robertson
    Anne MacKenzie Robertson was the mother of British statesman and four-time Prime Minister William Ewart Gladstone.
  • E. Ellin Mackay
    Ellin Mackay was an American socialite and writer best known for her controversial marriage to composer Irving Berlin, which defied the social and religious norms of their time.
  • 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_69bd43d175248190894dc58b5b395c26 completed March 20, 2026, 12:55 p.m.
NER Named-entity recognition batch_69bd56fe17608190ae5dc27052b7c337 completed March 20, 2026, 2:17 p.m.
NED1 Entity disambiguation (via context triple) batch_69be396a2ff481908974870ceb903188 completed March 21, 2026, 6:23 a.m.
NEDg Description generation batch_69be3b9f151481909a05238656659340 completed March 21, 2026, 6:33 a.m.
NED2 Entity disambiguation (via description) batch_69be3c059b1c819084fa4c30e576fd2e completed March 21, 2026, 6:34 a.m.
Created at: March 20, 2026, 1:01 p.m.