Triple

T12202463
Position Surface form Disambiguated ID Type / Status
Subject Sheek Louch E290750 entity
Predicate notableWork P4 FINISHED
Object After Taxes
"After Taxes" is a 2005 studio album by American rapper Sheek Louch, showcasing his gritty East Coast hip-hop style and solo work outside of The LOX.
E971618 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: After Taxes | Statement: [Sheek Louch, notableWork, After Taxes]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: After Taxes
Context triple: [Sheek Louch, notableWork, After Taxes]
  • A. The Taxpayer
    "The Taxpayer" is a short story by Ray Bradbury that follows a frustrated man desperate to escape Earth’s troubles by securing a place on a rocket to Mars.
  • B. Death and Taxes
    "Death and Taxes" is a 1931 poetry collection by American writer Dorothy Parker, showcasing her characteristic wit, cynicism, and sharp social commentary.
  • C. The Tax Collector
    The Tax Collector is a 2020 crime thriller film written and directed by David Ayer that follows a Los Angeles gangland “taxman” whose life is upended when a rival crime lord arrives.
  • D. The Tax Inspector
    The Tax Inspector is a darkly comic novel by Australian author Peter Carey that explores corruption, family dysfunction, and moral decay in a struggling car dealership visited by a relentless tax auditor.
  • E. Before and After
    "Before and After" is a 1996 American drama film, based on Rosellen Brown’s novel, about a family’s turmoil after their teenage son is accused of murder.
  • 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: After Taxes
Triple: [Sheek Louch, notableWork, After Taxes]
Generated description
"After Taxes" is a 2005 studio album by American rapper Sheek Louch, showcasing his gritty East Coast hip-hop style and solo work outside of The LOX.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: After Taxes
Target entity description: "After Taxes" is a 2005 studio album by American rapper Sheek Louch, showcasing his gritty East Coast hip-hop style and solo work outside of The LOX.
  • A. The Taxpayer
    "The Taxpayer" is a short story by Ray Bradbury that follows a frustrated man desperate to escape Earth’s troubles by securing a place on a rocket to Mars.
  • B. Death and Taxes
    "Death and Taxes" is a 1931 poetry collection by American writer Dorothy Parker, showcasing her characteristic wit, cynicism, and sharp social commentary.
  • C. The Tax Collector
    The Tax Collector is a 2020 crime thriller film written and directed by David Ayer that follows a Los Angeles gangland “taxman” whose life is upended when a rival crime lord arrives.
  • D. The Tax Inspector
    The Tax Inspector is a darkly comic novel by Australian author Peter Carey that explores corruption, family dysfunction, and moral decay in a struggling car dealership visited by a relentless tax auditor.
  • E. Before and After
    "Before and After" is a 1996 American drama film, based on Rosellen Brown’s novel, about a family’s turmoil after their teenage son is accused of murder.
  • 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_69d6ab65923081909acfc61b7a612233 completed April 8, 2026, 7:24 p.m.
NER Named-entity recognition batch_69d91c7b97408190a11ea37cc6edf18c completed April 10, 2026, 3:51 p.m.
NED1 Entity disambiguation (via context triple) batch_69f60a982e308190979245ac9643465a completed May 2, 2026, 2:30 p.m.
NEDg Description generation batch_69f60bdbee288190991b08ae685bb401 completed May 2, 2026, 2:36 p.m.
NED2 Entity disambiguation (via description) batch_69f610b8efe88190907e84247d9e8456 completed May 2, 2026, 2:56 p.m.
Created at: April 8, 2026, 9:51 p.m.