Triple

T19035794
Position Surface form Disambiguated ID Type / Status
Subject Madeline Martha Mackenzie E465867 entity
Predicate spouse P13 FINISHED
Object Ed Mackenzie
Ed Mackenzie is a character from the television series "Big Little Lies," known as the kind, supportive husband of Madeline Martha Mackenzie.
 E1354266 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: Ed Mackenzie | Statement: [Madeline Martha Mackenzie, spouse, Ed Mackenzie]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Ed Mackenzie
Context triple: [Madeline Martha Mackenzie, spouse, Ed Mackenzie]
  • A. Roderick MacLeod
    Roderick MacLeod is a Scottish surname bearer known from various historical and contemporary figures, often associated with the Highland clan MacLeod.
  • B. Duncan Mackenzie
    Duncan Mackenzie was a British archaeologist known for his excavation work in the early 20th century, including significant contributions to the study of Near Eastern sites.
  • C. Walford Mackenzie
    Walford Mackenzie is a notable recipient of the prestigious Back Award, recognized for significant contributions in the field of geography.
  • D. Roderick Mackenzie
    Roderick Mackenzie was a prominent North West Company fur trader and explorer in late 18th- and early 19th-century Canada.
  • E. Michael Balfour
    Michael Balfour was a British character actor known for his numerous supporting roles in film and television from the 1940s through the 1980s.
  • 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: Ed Mackenzie
Triple: [Madeline Martha Mackenzie, spouse, Ed Mackenzie]
Generated description
Ed Mackenzie is a character from the television series "Big Little Lies," known as the kind, supportive husband of Madeline Martha Mackenzie.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Ed Mackenzie
Target entity description: Ed Mackenzie is a character from the television series "Big Little Lies," known as the kind, supportive husband of Madeline Martha Mackenzie.
  • A. Roderick MacLeod
    Roderick MacLeod is a Scottish surname bearer known from various historical and contemporary figures, often associated with the Highland clan MacLeod.
  • B. Duncan Mackenzie
    Duncan Mackenzie was a British archaeologist known for his excavation work in the early 20th century, including significant contributions to the study of Near Eastern sites.
  • C. Walford Mackenzie
    Walford Mackenzie is a notable recipient of the prestigious Back Award, recognized for significant contributions in the field of geography.
  • D. Roderick Mackenzie
    Roderick Mackenzie was a prominent North West Company fur trader and explorer in late 18th- and early 19th-century Canada.
  • E. Michael Balfour
    Michael Balfour was a British character actor known for his numerous supporting roles in film and television from the 1940s through the 1980s.
  • 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_69d8dd0359648190bc2a9202c5cf29d2 completed April 10, 2026, 11:20 a.m.
NER Named-entity recognition batch_69e5d7438f748190912c28912e6b97a6 completed April 20, 2026, 7:35 a.m.
NED1 Entity disambiguation (via context triple) batch_6a05be5e79f48190830e43da6f0b9b63 completed May 14, 2026, 12:21 p.m.
NEDg Description generation batch_6a05bf3e399c81909dbae7885b86dfb7 completed May 14, 2026, 12:25 p.m.
NED2 Entity disambiguation (via description) batch_6a05bfb47d648190877cfeb7b3b9cf93 completed May 14, 2026, 12:27 p.m.
Created at: April 10, 2026, 12:02 p.m.