Triple

T2234779
Position Surface form Disambiguated ID Type / Status
Subject John Luther E49253 entity
Predicate hasSpouse P13 FINISHED
Object Zoe Luther
Zoe Luther is a character in the British crime drama series "Luther," known as the estranged wife of the troubled detective John Luther.
 E251443 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: Zoe Luther | Statement: [John Luther, hasSpouse, Zoe Luther]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Zoe Luther
Context triple: [John Luther, hasSpouse, Zoe Luther]
  • A. Zoe Jackson
    Zoe Jackson is an American television and film producer and director, known for her work on series like "Project Runway" and as the daughter of actor Samuel L. Jackson.
  • B. Zoe Murphy
    Zoe Murphy is a central character in the musical "Dear Evan Hansen," known as Connor Murphy’s sister and Evan’s love interest, whose story explores grief, family dynamics, and the search for connection.
  • C. Samantha Lewes
    Samantha Lewes was an American actress best known as Tom Hanks’s first wife and the mother of actors Colin Hanks and Elizabeth Hanks.
  • D. Zoe Zimmer
    Zoe Zimmer is the daughter of renowned film composer Hans Zimmer.
  • E. Zoe
    Zoe is a feminine given name of Greek origin meaning "life," commonly used in many English-speaking and European countries.
  • 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: Zoe Luther
Triple: [John Luther, hasSpouse, Zoe Luther]
Generated description
Zoe Luther is a character in the British crime drama series "Luther," known as the estranged wife of the troubled detective John Luther.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Zoe Luther
Target entity description: Zoe Luther is a character in the British crime drama series "Luther," known as the estranged wife of the troubled detective John Luther.
  • A. Zoe Jackson
    Zoe Jackson is an American television and film producer and director, known for her work on series like "Project Runway" and as the daughter of actor Samuel L. Jackson.
  • B. Zoe Murphy
    Zoe Murphy is a central character in the musical "Dear Evan Hansen," known as Connor Murphy’s sister and Evan’s love interest, whose story explores grief, family dynamics, and the search for connection.
  • C. Samantha Lewes
    Samantha Lewes was an American actress best known as Tom Hanks’s first wife and the mother of actors Colin Hanks and Elizabeth Hanks.
  • D. Zoe Zimmer
    Zoe Zimmer is the daughter of renowned film composer Hans Zimmer.
  • E. Zoe
    Zoe is a feminine given name of Greek origin meaning "life," commonly used in many English-speaking and European countries.
  • 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_69a88aa84bdc819086df50e9c20b301e completed March 4, 2026, 7:40 p.m.
NER Named-entity recognition batch_69abc09297a481909e8fe6ec645de616 completed March 7, 2026, 6:07 a.m.
NED1 Entity disambiguation (via context triple) batch_69ae71bd294c8190b46fc4ad69cb7c37 completed March 9, 2026, 7:07 a.m.
NEDg Description generation batch_69ae728e46608190b4192519c705bc32 completed March 9, 2026, 7:11 a.m.
NED2 Entity disambiguation (via description) batch_69ae72ff572081909b7c4aebb9e26180 completed March 9, 2026, 7:13 a.m.
Created at: March 4, 2026, 7:47 p.m.