Triple

T12312107
Position Surface form Disambiguated ID Type / Status
Subject Dirk Gently's Holistic Detective Agency (2016 TV series) E293503 entity
Predicate starring P1507 FINISHED
Object Hannah Marks
Hannah Marks is an American actress, writer, and director known for her roles in film and television, including the series Dirk Gently's Holistic Detective Agency.
E974330 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: Hannah Marks | Statement: [Dirk Gently's Holistic Detective Agency (2016 TV series), starring, Hannah Marks]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Hannah Marks
Context triple: [Dirk Gently's Holistic Detective Agency (2016 TV series), starring, Hannah Marks]
  • A. Hannah Ackermann
    Hannah Ackermann was the wife of the prominent German-born British publisher and printseller Rudolf Ackermann, associated with his social and family life in early 19th-century London.
  • B. Hannah Walters
    Hannah Walters is a British actress and producer known for her work in film and television and for being married to actor Stephen Graham.
  • C. Hannah Hudson
    Hannah Hudson was the wife of colonial Massachusetts governor and Harvard College president John Leverett, known primarily through her association with his prominent political and academic career in early 18th-century New England.
  • D. Hannah Weinstein
    Hannah Weinstein was an American television and film producer best known for creating and producing the 1950s British TV series "The Adventures of Robin Hood" and for her support of blacklisted Hollywood writers.
  • E. Hannah Kahnwald
    Hannah Kahnwald is a central character in the German sci-fi thriller series "Dark," known for her complex relationships, manipulative behavior, and pivotal role across the show's intertwined timelines.
  • 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: Hannah Marks
Triple: [Dirk Gently's Holistic Detective Agency (2016 TV series), starring, Hannah Marks]
Generated description
Hannah Marks is an American actress, writer, and director known for her roles in film and television, including the series Dirk Gently's Holistic Detective Agency.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Hannah Marks
Target entity description: Hannah Marks is an American actress, writer, and director known for her roles in film and television, including the series Dirk Gently's Holistic Detective Agency.
  • A. Hannah Ackermann
    Hannah Ackermann was the wife of the prominent German-born British publisher and printseller Rudolf Ackermann, associated with his social and family life in early 19th-century London.
  • B. Hannah Walters
    Hannah Walters is a British actress and producer known for her work in film and television and for being married to actor Stephen Graham.
  • C. Hannah Hudson
    Hannah Hudson was the wife of colonial Massachusetts governor and Harvard College president John Leverett, known primarily through her association with his prominent political and academic career in early 18th-century New England.
  • D. Hannah Weinstein
    Hannah Weinstein was an American television and film producer best known for creating and producing the 1950s British TV series "The Adventures of Robin Hood" and for her support of blacklisted Hollywood writers.
  • E. Hannah Kahnwald
    Hannah Kahnwald is a central character in the German sci-fi thriller series "Dark," known for her complex relationships, manipulative behavior, and pivotal role across the show's intertwined timelines.
  • 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_69d6ab6a2b50819082f6aedd32ed608a completed April 8, 2026, 7:24 p.m.
NER Named-entity recognition batch_69d93f02c0508190b10c0627cdaaba76 completed April 10, 2026, 6:18 p.m.
NED1 Entity disambiguation (via context triple) batch_69f61e84fa708190854afc6afd425fd7 completed May 2, 2026, 3:55 p.m.
NEDg Description generation batch_69f61f5d746c8190b5b0edfc4832bc6c completed May 2, 2026, 3:59 p.m.
NED2 Entity disambiguation (via description) batch_69f6203ef5008190af9103460b096cff completed May 2, 2026, 4:03 p.m.
Created at: April 8, 2026, 9:53 p.m.