Triple

T18533946
Position Surface form Disambiguated ID Type / Status
Subject Bonnie Carlson E452912 entity
Predicate spouse P13 FINISHED
Object Nathan Carlson
Nathan Carlson is a character from the television series "Big Little Lies," known as the ex-husband of Bonnie Carlson and current husband of Madeline Martha Mackenzie.
 E1355731 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: Nathan Carlson | Statement: [Bonnie Carlson, spouse, Nathan Carlson]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Nathan Carlson
Context triple: [Bonnie Carlson, spouse, Nathan Carlson]
  • A. Nathan Sudders
    Nathan Sudders is a musician best known as a member of the English dance-punk band The Whip.
  • B. Matthew Carlson
    Matthew Carlson is an American television and film writer best known for his work on sitcoms such as "Malcolm in the Middle" and "The Wonder Years."
  • C. Nathan Larson
    Nathan Larson is an American musician and film composer known for scoring numerous independent and mainstream movies.
  • D. Nathan Strayer
    Nathan Strayer is a musician best known for his past role as a member of the American alternative rock band Anberlin.
  • E. Nathan Strayer
    Nathan Strayer is a musician best known as the primary performer behind the project "Blueprints for the Black Market."
  • 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: Nathan Carlson
Triple: [Bonnie Carlson, spouse, Nathan Carlson]
Generated description
Nathan Carlson is a character from the television series "Big Little Lies," known as the ex-husband of Bonnie Carlson and current husband of Madeline Martha Mackenzie.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Nathan Carlson
Target entity description: Nathan Carlson is a character from the television series "Big Little Lies," known as the ex-husband of Bonnie Carlson and current husband of Madeline Martha Mackenzie.
  • A. Nathan Sudders
    Nathan Sudders is a musician best known as a member of the English dance-punk band The Whip.
  • B. Matthew Carlson
    Matthew Carlson is an American television and film writer best known for his work on sitcoms such as "Malcolm in the Middle" and "The Wonder Years."
  • C. Nathan Larson
    Nathan Larson is an American musician and film composer known for scoring numerous independent and mainstream movies.
  • D. Nathan Strayer
    Nathan Strayer is a musician best known for his past role as a member of the American alternative rock band Anberlin.
  • E. Nathan Strayer
    Nathan Strayer is a musician best known as the primary performer behind the project "Blueprints for the Black Market."
  • 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_69d8d387b5548190aa030dad2cb4947e completed April 10, 2026, 10:40 a.m.
NER Named-entity recognition batch_69e53400d548819080b17f30b3ee7174 completed April 19, 2026, 7:58 p.m.
NED1 Entity disambiguation (via context triple) batch_6a05c53343988190965132325f97d207 completed May 14, 2026, 12:50 p.m.
NEDg Description generation batch_6a05c83e002c8190beee1c3fb3c912b1 completed May 14, 2026, 1:03 p.m.
NED2 Entity disambiguation (via description) batch_6a05c8d818f48190b449bb74f4b91c91 completed May 14, 2026, 1:06 p.m.
Created at: April 10, 2026, 11:37 a.m.