Triple

T12529989
Position Surface form Disambiguated ID Type / Status
Subject Michael Lehmann E299536 entity
Predicate directed P7373 FINISHED
Object Flakes
Flakes is an indie comedy film centered on a quirky New Orleans cereal bar and its eccentric owner and staff.
 E986243 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: Flakes | Statement: [Michael Lehmann, directed, Flakes]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Flakes
Context triple: [Michael Lehmann, directed, Flakes]
  • A. Flake
    "Flake" is a laid-back, acoustic surf-folk song by Jack Johnson that helped establish his mellow, beach-inspired musical style.
  • B. Flaked
    Flaked is a Netflix dramedy series co-created by and starring Will Arnett as a self-help guru in Venice, California, whose carefully constructed life begins to unravel.
  • C. Flaemmchen
    Flaemmchen is a young, ambitious stenographer and aspiring actress in Vicki Baum’s novel (and its film adaptation) "Grand Hotel," representing the struggles and dreams of working-class women in Weimar-era Berlin.
  • D. Crumble
    "Crumble" is a track featured on the comedy album or show "Laugh Track," likely contributing to its humorous or thematic narrative.
  • E. The Solids
    The Solids are an American rock band best known for performing the theme song to the television series "How I Met Your Mother."
  • 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: Flakes
Triple: [Michael Lehmann, directed, Flakes]
Generated description
Flakes is an indie comedy film centered on a quirky New Orleans cereal bar and its eccentric owner and staff.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Flakes
Target entity description: Flakes is an indie comedy film centered on a quirky New Orleans cereal bar and its eccentric owner and staff.
  • A. Flake
    "Flake" is a laid-back, acoustic surf-folk song by Jack Johnson that helped establish his mellow, beach-inspired musical style.
  • B. Flaked
    Flaked is a Netflix dramedy series co-created by and starring Will Arnett as a self-help guru in Venice, California, whose carefully constructed life begins to unravel.
  • C. Flaemmchen
    Flaemmchen is a young, ambitious stenographer and aspiring actress in Vicki Baum’s novel (and its film adaptation) "Grand Hotel," representing the struggles and dreams of working-class women in Weimar-era Berlin.
  • D. Crumble
    "Crumble" is a track featured on the comedy album or show "Laugh Track," likely contributing to its humorous or thematic narrative.
  • E. The Solids
    The Solids are an American rock band best known for performing the theme song to the television series "How I Met Your Mother."
  • 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_69d6ada5cdd48190860d9ce30aff69be completed April 8, 2026, 7:33 p.m.
NER Named-entity recognition batch_69d95469d100819087c83bc55e3ec9ce completed April 10, 2026, 7:50 p.m.
NED1 Entity disambiguation (via context triple) batch_69f64bc674e881908673e1f9103cc8be completed May 2, 2026, 7:08 p.m.
NEDg Description generation batch_69f64c7d337c81909ee9ea52158a756f completed May 2, 2026, 7:11 p.m.
NED2 Entity disambiguation (via description) batch_69f64d653b988190b11d061f55ef7192 completed May 2, 2026, 7:15 p.m.
Created at: April 8, 2026, 9:57 p.m.