Triple

T3283016
Position Surface form Disambiguated ID Type / Status
Subject Jonathan Demme E68915 entity
Predicate directed P7373 FINISHED
Object Caged Heat
Caged Heat is a 1974 exploitation-style women-in-prison film that marked one of Jonathan Demme’s early directorial efforts.
 E345210 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: Caged Heat | Statement: [Jonathan Demme, directed, Caged Heat]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Caged Heat
Context triple: [Jonathan Demme, directed, Caged Heat]
  • A. Caliente
    Caliente is a small city in southeastern Nevada known for its historic railroad depot, hot springs, and scenic desert surroundings.
  • B. Dangerous Passion
    Dangerous Passion is a book by evolutionary psychologist David M. Buss that explores the evolutionary roots and functions of human jealousy and romantic passion.
  • C. Body Heat
    Body Heat is a 1981 neo-noir erotic thriller film, written and directed by Lawrence Kasdan, about a small-town lawyer drawn into a deadly affair and murder plot.
  • D. The Golden Cage
    The Golden Cage is a non-fiction book by Iranian Nobel Peace Prize laureate Shirin Ebadi that recounts the tragic, intertwined fates of three brothers whose lives reflect the political turmoil of modern Iran.
  • E. Let Her Burn
    Let Her Burn is a 2023 electropop EP by American singer Rebecca Black that marks her critically acclaimed reinvention with darker, more experimental pop sounds.
  • 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: Caged Heat
Triple: [Jonathan Demme, directed, Caged Heat]
Generated description
Caged Heat is a 1974 exploitation-style women-in-prison film that marked one of Jonathan Demme’s early directorial efforts.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Caged Heat
Target entity description: Caged Heat is a 1974 exploitation-style women-in-prison film that marked one of Jonathan Demme’s early directorial efforts.
  • A. Caliente
    Caliente is a small city in southeastern Nevada known for its historic railroad depot, hot springs, and scenic desert surroundings.
  • B. Dangerous Passion
    Dangerous Passion is a book by evolutionary psychologist David M. Buss that explores the evolutionary roots and functions of human jealousy and romantic passion.
  • C. Body Heat
    Body Heat is a 1981 neo-noir erotic thriller film, written and directed by Lawrence Kasdan, about a small-town lawyer drawn into a deadly affair and murder plot.
  • D. The Golden Cage
    The Golden Cage is a non-fiction book by Iranian Nobel Peace Prize laureate Shirin Ebadi that recounts the tragic, intertwined fates of three brothers whose lives reflect the political turmoil of modern Iran.
  • E. Let Her Burn
    Let Her Burn is a 2023 electropop EP by American singer Rebecca Black that marks her critically acclaimed reinvention with darker, more experimental pop sounds.
  • 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_69ad859c463481909ca4be267336c290 completed March 8, 2026, 2:20 p.m.
NER Named-entity recognition batch_69adb03621608190a2b7a6b38d6559da completed March 8, 2026, 5:21 p.m.
NED1 Entity disambiguation (via context triple) batch_69b2e85528c88190b1e98c680baf3fa8 completed March 12, 2026, 4:22 p.m.
NEDg Description generation batch_69b2ec48bf888190a5eeac0aa2cc50c3 completed March 12, 2026, 4:39 p.m.
NED2 Entity disambiguation (via description) batch_69b2ecd134e88190933e52d7f1f5be2a completed March 12, 2026, 4:41 p.m.
Created at: March 8, 2026, 3:10 p.m.