Triple

T11571120
Position Surface form Disambiguated ID Type / Status
Subject Mae Clarke E274387 entity
Predicate notableWork P4 FINISHED
Object Fast Workers
"Fast Workers" is a 1933 American pre-Code comedy-drama film starring John Gilbert and Mae Clarke, centered on the romantic and workplace entanglements of two construction workers.
E934040 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: Fast Workers | Statement: [Mae Clarke, notableWork, Fast Workers]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Fast Workers
Context triple: [Mae Clarke, notableWork, Fast Workers]
  • A. Quick Fast
    "Quick Fast" is a hip-hop track by the California rap duo Audio Push, known for its energetic delivery and West Coast-influenced production.
  • B. Speedy
    Speedy is a 1928 silent comedy film starring Harold Lloyd, known for its energetic New York City setting and memorable Coney Island and baseball sequences.
  • C. Fast
    "Fast" is a country song by Luke Bryan that reflects on the fleeting nature of time, relationships, and life’s milestones.
  • D. Fast
    Fast is a surname most notably associated with American novelist and screenwriter Howard Fast, known for his historical and political works.
  • E. Faster
    Faster is a 2010 American action thriller film starring Dwayne Johnson as an ex-con seeking revenge after his brother’s 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: Fast Workers
Triple: [Mae Clarke, notableWork, Fast Workers]
Generated description
"Fast Workers" is a 1933 American pre-Code comedy-drama film starring John Gilbert and Mae Clarke, centered on the romantic and workplace entanglements of two construction workers.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Fast Workers
Target entity description: "Fast Workers" is a 1933 American pre-Code comedy-drama film starring John Gilbert and Mae Clarke, centered on the romantic and workplace entanglements of two construction workers.
  • A. Quick Fast
    "Quick Fast" is a hip-hop track by the California rap duo Audio Push, known for its energetic delivery and West Coast-influenced production.
  • B. Speedy
    Speedy is a 1928 silent comedy film starring Harold Lloyd, known for its energetic New York City setting and memorable Coney Island and baseball sequences.
  • C. Fast
    "Fast" is a country song by Luke Bryan that reflects on the fleeting nature of time, relationships, and life’s milestones.
  • D. Fast
    Fast is a surname most notably associated with American novelist and screenwriter Howard Fast, known for his historical and political works.
  • E. Faster
    Faster is a 2010 American action thriller film starring Dwayne Johnson as an ex-con seeking revenge after his brother’s 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_69d6aae5ac3c81908d2b0a3a665665b2 completed April 8, 2026, 7:22 p.m.
NER Named-entity recognition batch_69d88dd6913881908becf188c0a7a275 completed April 10, 2026, 5:42 a.m.
NED1 Entity disambiguation (via context triple) batch_69e6e8eface48190a2ed3275191b01ea completed April 21, 2026, 3:03 a.m.
NEDg Description generation batch_69e6ef9631e48190aef47bba9ad611e8 completed April 21, 2026, 3:31 a.m.
NED2 Entity disambiguation (via description) batch_69e6f94ac2d0819098a3024eaab908b5 completed April 21, 2026, 4:12 a.m.
Created at: April 8, 2026, 9:38 p.m.