Triple

T8346316
Position Surface form Disambiguated ID Type / Status
Subject Fred Williamson E196043 entity
Predicate notableWork P4 FINISHED
Object Three the Hard Way
Three the Hard Way is a 1974 blaxploitation action film in which three tough heroes team up to stop a white supremacist plot to poison the Black population of the United States.
 E728514 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: Three the Hard Way | Statement: [Fred Williamson, notableWork, Three the Hard Way]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Three the Hard Way
Context triple: [Fred Williamson, notableWork, Three the Hard Way]
  • A. The Hard Way
    The Hard Way is a thriller novel in Lee Child’s Jack Reacher series, featuring the ex-military drifter investigating a high-stakes kidnapping conspiracy.
  • B. The Hard Way
    "The Hard Way" is a 1992 country music album by American singer-songwriter Clint Black that continued his early commercial success with a polished, contemporary sound.
  • C. The Hard Way
    The Hard Way is a 1991 action-comedy film in which James Woods plays a tough New York cop reluctantly partnered with a pampered Hollywood actor, played by Michael J. Fox, who wants to learn how to be a real detective.
  • D. A Hard Road
    A Hard Road is a 1967 British blues album by John Mayall & the Bluesbreakers, notable for featuring guitarist Peter Green and helping define the late-1960s electric blues sound.
  • E. Hard Way
    "Hard Way" is a song featured on the album "All I Want Is You."
  • 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: Three the Hard Way
Triple: [Fred Williamson, notableWork, Three the Hard Way]
Generated description
Three the Hard Way is a 1974 blaxploitation action film in which three tough heroes team up to stop a white supremacist plot to poison the Black population of the United States.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Three the Hard Way
Target entity description: Three the Hard Way is a 1974 blaxploitation action film in which three tough heroes team up to stop a white supremacist plot to poison the Black population of the United States.
  • A. The Hard Way
    The Hard Way is a thriller novel in Lee Child’s Jack Reacher series, featuring the ex-military drifter investigating a high-stakes kidnapping conspiracy.
  • B. The Hard Way
    "The Hard Way" is a 1992 country music album by American singer-songwriter Clint Black that continued his early commercial success with a polished, contemporary sound.
  • C. The Hard Way
    The Hard Way is a 1991 action-comedy film in which James Woods plays a tough New York cop reluctantly partnered with a pampered Hollywood actor, played by Michael J. Fox, who wants to learn how to be a real detective.
  • D. A Hard Road
    A Hard Road is a 1967 British blues album by John Mayall & the Bluesbreakers, notable for featuring guitarist Peter Green and helping define the late-1960s electric blues sound.
  • E. Hard Way
    "Hard Way" is a song featured on the album "All I Want Is You."
  • 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_69ca82edd63c8190b876b8465464c5fa completed March 30, 2026, 2:04 p.m.
NER Named-entity recognition batch_69cb8013d81c81908da48466cffb3939 completed March 31, 2026, 8:04 a.m.
NED1 Entity disambiguation (via context triple) batch_69cdc73ccfb481908d0d189362404e09 completed April 2, 2026, 1:32 a.m.
NEDg Description generation batch_69cdcb90bec88190a2c19681405aa13e completed April 2, 2026, 1:51 a.m.
NED2 Entity disambiguation (via description) batch_69cdcd0fc9488190a0a576c385b9bc1f completed April 2, 2026, 1:57 a.m.
Created at: March 30, 2026, 5:58 p.m.