Triple

T7264791
Position Surface form Disambiguated ID Type / Status
Subject Raymond Chandler E159743 entity
Predicate movement P81 FINISHED
Object hardboiled school
The hardboiled school is a gritty, realistic style of American crime fiction characterized by tough, cynical detectives, urban settings, and terse, unsentimental prose.
E652547 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: hardboiled school | Statement: [Raymond Chandler, movement, hardboiled school]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: hardboiled school
Context triple: [Raymond Chandler, movement, hardboiled school]
  • A. Operation Hardboiled
    Operation Hardboiled was a British World War II deception plan intended to mislead German intelligence about Allied invasion intentions as part of the broader Operation Bodyguard strategy.
  • B. Sanjuro
    Sanjuro is a 1962 Japanese samurai film directed by Akira Kurosawa, serving as a sequel to Yojimbo and known for its blend of action, humor, and social satire.
  • C. Drunken Angel
    Drunken Angel is a 1948 Japanese film noir–style drama directed by Akira Kurosawa, often regarded as his first major work and noted for its gritty portrayal of postwar Tokyo and the early collaboration between Kurosawa and actor Toshiro Mifune.
  • D. The Killing of a Chinese Bookie
    The Killing of a Chinese Bookie is a 1976 neo-noir crime drama film by John Cassavetes that follows a nightclub owner whose gambling debts entangle him in a violent underworld.
  • E. Hard-Boiled Wonderland and the End of the World
    Hard-Boiled Wonderland and the End of the World is a surreal, genre-blending novel by Haruki Murakami that intertwines cyberpunk noir with a dreamlike allegorical world to explore memory, consciousness, and identity.
  • 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: hardboiled school
Triple: [Raymond Chandler, movement, hardboiled school]
Generated description
The hardboiled school is a gritty, realistic style of American crime fiction characterized by tough, cynical detectives, urban settings, and terse, unsentimental prose.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: hardboiled school
Target entity description: The hardboiled school is a gritty, realistic style of American crime fiction characterized by tough, cynical detectives, urban settings, and terse, unsentimental prose.
  • A. Operation Hardboiled
    Operation Hardboiled was a British World War II deception plan intended to mislead German intelligence about Allied invasion intentions as part of the broader Operation Bodyguard strategy.
  • B. Sanjuro
    Sanjuro is a 1962 Japanese samurai film directed by Akira Kurosawa, serving as a sequel to Yojimbo and known for its blend of action, humor, and social satire.
  • C. Drunken Angel
    Drunken Angel is a 1948 Japanese film noir–style drama directed by Akira Kurosawa, often regarded as his first major work and noted for its gritty portrayal of postwar Tokyo and the early collaboration between Kurosawa and actor Toshiro Mifune.
  • D. The Killing of a Chinese Bookie
    The Killing of a Chinese Bookie is a 1976 neo-noir crime drama film by John Cassavetes that follows a nightclub owner whose gambling debts entangle him in a violent underworld.
  • E. Hard-Boiled Wonderland and the End of the World
    Hard-Boiled Wonderland and the End of the World is a surreal, genre-blending novel by Haruki Murakami that intertwines cyberpunk noir with a dreamlike allegorical world to explore memory, consciousness, and identity.
  • 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_69c68838f9948190875fd60b2351230c completed March 27, 2026, 1:38 p.m.
NER Named-entity recognition batch_69c6eae50e008190a660925074077344 completed March 27, 2026, 8:39 p.m.
NED1 Entity disambiguation (via context triple) batch_69c7d3c7754481908ff7cc0fc6419599 completed March 28, 2026, 1:12 p.m.
NEDg Description generation batch_69c7d5c7c3a48190b8d1b5e351ebfbd5 completed March 28, 2026, 1:21 p.m.
NED2 Entity disambiguation (via description) batch_69c7d639f7f08190a360bd2899e6fef8 completed March 28, 2026, 1:23 p.m.
Created at: March 27, 2026, 2:57 p.m.