Triple

T11344879
Position Surface form Disambiguated ID Type / Status
Subject Michael Imperioli E268687 entity
Predicate directed P7373 FINISHED
Object The Hungry Ghosts
The Hungry Ghosts is a 2009 independent drama film exploring addiction and spiritual crisis in New York City, marking actor Michael Imperioli’s feature directorial debut.
E919973 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: The Hungry Ghosts | Statement: [Michael Imperioli, directed, The Hungry Ghosts]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: The Hungry Ghosts
Context triple: [Michael Imperioli, directed, The Hungry Ghosts]
  • A. Spirit of the Dead Watching
    Spirit of the Dead Watching is a 1892 Symbolist painting by Paul Gauguin depicting a young Tahitian girl lying fearfully on her bed while a mysterious, ghostly figure looms in the background.
  • B. Living with the Ghost
    "Living with the Ghost" is a song by Bon Jovi from their album *This House Is Not for Sale*.
  • C. Giving Up the Ghost
    Giving Up the Ghost is Hilary Mantel’s acclaimed memoir, in which she reflects on her childhood, illness, and the experiences that shaped her life and writing.
  • D. In the Ghost Country
    "In the Ghost Country" is a memoir by mountaineer Peter Hillary that recounts his harrowing experiences and emotional struggles during high-altitude expeditions, including tragedies on Mount Everest.
  • E. Valley of Ghosts
    The Valley of Ghosts is a scenic rock formation area on the slopes of Mount Demerdzhi in Crimea, famed for its bizarre, human-like stone pillars and often misty, atmospheric landscape.
  • 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: The Hungry Ghosts
Triple: [Michael Imperioli, directed, The Hungry Ghosts]
Generated description
The Hungry Ghosts is a 2009 independent drama film exploring addiction and spiritual crisis in New York City, marking actor Michael Imperioli’s feature directorial debut.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: The Hungry Ghosts
Target entity description: The Hungry Ghosts is a 2009 independent drama film exploring addiction and spiritual crisis in New York City, marking actor Michael Imperioli’s feature directorial debut.
  • A. Spirit of the Dead Watching
    Spirit of the Dead Watching is a 1892 Symbolist painting by Paul Gauguin depicting a young Tahitian girl lying fearfully on her bed while a mysterious, ghostly figure looms in the background.
  • B. Living with the Ghost
    "Living with the Ghost" is a song by Bon Jovi from their album *This House Is Not for Sale*.
  • C. Giving Up the Ghost
    Giving Up the Ghost is Hilary Mantel’s acclaimed memoir, in which she reflects on her childhood, illness, and the experiences that shaped her life and writing.
  • D. In the Ghost Country
    "In the Ghost Country" is a memoir by mountaineer Peter Hillary that recounts his harrowing experiences and emotional struggles during high-altitude expeditions, including tragedies on Mount Everest.
  • E. Valley of Ghosts
    The Valley of Ghosts is a scenic rock formation area on the slopes of Mount Demerdzhi in Crimea, famed for its bizarre, human-like stone pillars and often misty, atmospheric landscape.
  • 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_69d6aacbe18081909e5fadb50082dd96 completed April 8, 2026, 7:21 p.m.
NER Named-entity recognition batch_69d7ea1f9574819089760c5b5908f09e completed April 9, 2026, 6:04 p.m.
NED1 Entity disambiguation (via context triple) batch_69e5436e9d848190a7e585351d24df03 completed April 19, 2026, 9:04 p.m.
NEDg Description generation batch_69e5474b77948190b2c45831871383e8 completed April 19, 2026, 9:21 p.m.
NED2 Entity disambiguation (via description) batch_69e54eeba4a88190af128a99c277853a completed April 19, 2026, 9:53 p.m.
Created at: April 8, 2026, 9:33 p.m.