Triple

T16018777
Position Surface form Disambiguated ID Type / Status
Subject The Killing Ground E388541 entity
Predicate featuresCharacter P626 FINISHED
Object Hannah Bernstein
Hannah Bernstein is a recurring character in Jack Higgins’s thrillers, notably appearing as a skilled and dedicated intelligence officer in the novel "The Killing Ground."
 E1190353 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 Bernstein | Statement: [The Killing Ground, featuresCharacter, Hannah Bernstein]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Hannah Bernstein
Context triple: [The Killing Ground, featuresCharacter, Hannah Bernstein]
  • A. Hannah Bernstein
    Hannah Bernstein is a central character in Jack Higgins’ thriller novels, known as a skilled and determined Israeli intelligence officer who frequently works alongside protagonist Sean Dillon.
  • B. 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.
  • C. Hannah Einbinder
    Hannah Einbinder is an American comedian and actress best known for her breakout role in the HBO Max comedy series "Hacks."
  • D. 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.
  • 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 Bernstein
Triple: [The Killing Ground, featuresCharacter, Hannah Bernstein]
Generated description
Hannah Bernstein is a recurring character in Jack Higgins’s thrillers, notably appearing as a skilled and dedicated intelligence officer in the novel "The Killing Ground."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Hannah Bernstein
Target entity description: Hannah Bernstein is a recurring character in Jack Higgins’s thrillers, notably appearing as a skilled and dedicated intelligence officer in the novel "The Killing Ground."
  • A. Hannah Bernstein chosen
    Hannah Bernstein is a central character in Jack Higgins’ thriller novels, known as a skilled and determined Israeli intelligence officer who frequently works alongside protagonist Sean Dillon.
  • B. 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.
  • C. Hannah Einbinder
    Hannah Einbinder is an American comedian and actress best known for her breakout role in the HBO Max comedy series "Hacks."
  • D. 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.
  • 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.

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_69d86dabcb7c8190b6a39d6831d2fa1b completed April 10, 2026, 3:25 a.m.
NER Named-entity recognition batch_69e18296a7008190b72ab2ab02d0fbc9 completed April 17, 2026, 12:45 a.m.
NED1 Entity disambiguation (via context triple) batch_69ffe47280448190923a36e9a41ce7bc completed May 10, 2026, 1:50 a.m.
NEDg Description generation batch_69ffe517c8f081908a1275d0adf3053d completed May 10, 2026, 1:53 a.m.
NED2 Entity disambiguation (via description) batch_69ffe572be388190bb492b6f554ec808 completed May 10, 2026, 1:54 a.m.
Created at: April 10, 2026, 4:55 a.m.