Triple

T5271324
Position Surface form Disambiguated ID Type / Status
Subject Damon Lindelof E119263 entity
Predicate spouse P13 FINISHED
Object Heidi Lindelof
Heidi Lindelof is the wife of American television writer and producer Damon Lindelof, known for maintaining a largely private life outside of her husband's public career.
 E510778 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: Heidi Lindelof | Statement: [Damon Lindelof, spouse, Heidi Lindelof]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Heidi Lindelof
Context triple: [Damon Lindelof, spouse, Heidi Lindelof]
  • A. Lynne Benioff
    Lynne Benioff is an American philanthropist and civic leader known for her work in healthcare, education, and community initiatives, often in partnership with her husband, Salesforce CEO Marc Benioff.
  • B. Krista Vernoff
    Krista Vernoff is an American television writer, producer, and showrunner best known for her leadership and creative work on the long-running medical drama Grey’s Anatomy.
  • C. Damon Lindelof
    Damon Lindelof is an American screenwriter and producer best known as the co-creator of the television series "Lost" and for his work on major science fiction and genre films and shows.
  • D. Frances Pen Benioff
    Frances Pen Benioff is the daughter of American actress Amanda Peet and television writer-producer David Benioff.
  • E. Lisa Joy
    Lisa Joy is an American screenwriter, director, and producer best known as the co-creator of the HBO science fiction series "Westworld."
  • 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: Heidi Lindelof
Triple: [Damon Lindelof, spouse, Heidi Lindelof]
Generated description
Heidi Lindelof is the wife of American television writer and producer Damon Lindelof, known for maintaining a largely private life outside of her husband's public career.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Heidi Lindelof
Target entity description: Heidi Lindelof is the wife of American television writer and producer Damon Lindelof, known for maintaining a largely private life outside of her husband's public career.
  • A. Lynne Benioff
    Lynne Benioff is an American philanthropist and civic leader known for her work in healthcare, education, and community initiatives, often in partnership with her husband, Salesforce CEO Marc Benioff.
  • B. Krista Vernoff
    Krista Vernoff is an American television writer, producer, and showrunner best known for her leadership and creative work on the long-running medical drama Grey’s Anatomy.
  • C. Damon Lindelof
    Damon Lindelof is an American screenwriter and producer best known as the co-creator of the television series "Lost" and for his work on major science fiction and genre films and shows.
  • D. Frances Pen Benioff
    Frances Pen Benioff is the daughter of American actress Amanda Peet and television writer-producer David Benioff.
  • E. Lisa Joy
    Lisa Joy is an American screenwriter, director, and producer best known as the co-creator of the HBO science fiction series "Westworld."
  • 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_69bd446c38e081908cdaf113bdf86790 completed March 20, 2026, 12:58 p.m.
NER Named-entity recognition batch_69bd7c1fa01081909d589686289b624b completed March 20, 2026, 4:56 p.m.
NED1 Entity disambiguation (via context triple) batch_69bf10d4cd44819085193f0f76eb597a completed March 21, 2026, 9:42 p.m.
NEDg Description generation batch_69bf1186f1988190893e8d1af8623f6d completed March 21, 2026, 9:45 p.m.
NED2 Entity disambiguation (via description) batch_69bf1226ddd08190a39799fd0db58694 completed March 21, 2026, 9:48 p.m.
Created at: March 20, 2026, 1:51 p.m.