Triple

T6557093
Position Surface form Disambiguated ID Type / Status
Subject Robert Clivillés E152475 entity
Predicate associatedAct P37 FINISHED
Object Freedom Williams
Freedom Williams is an American rapper and dance music vocalist best known as the lead voice on C+C Music Factory’s early 1990s hits like "Gonna Make You Sweat (Everybody Dance Now)."
 E600205 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: Freedom Williams | Statement: [Robert Clivillés, associatedAct, Freedom Williams]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Freedom Williams
Context triple: [Robert Clivillés, associatedAct, Freedom Williams]
  • A. Jahking Guillory
    Jahking Guillory is an American actor best known for his breakout lead role in the independent coming-of-age film "Kicks" and subsequent appearances in television and film.
  • B. Zephaniah Williams
    Zephaniah Williams was a 19th-century Welsh Chartist leader and political activist best known for his prominent role in the Newport Rising of 1839.
  • C. OJ Haywood
    OJ Haywood is the quiet, determined horse rancher protagonist of Jordan Peele’s sci-fi horror film "Nope."
  • D. True W. Williams
    True W. Williams was an illustrator known for providing the original illustrations for Mark Twain’s semi-autobiographical travel book "Roughing It."
  • E. Ill Will Fulton
    Ill Will Fulton is a music producer known for contributing to Mos Def’s genre-blending hip-hop album *The New Danger*.
  • 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: Freedom Williams
Triple: [Robert Clivillés, associatedAct, Freedom Williams]
Generated description
Freedom Williams is an American rapper and dance music vocalist best known as the lead voice on C+C Music Factory’s early 1990s hits like "Gonna Make You Sweat (Everybody Dance Now)."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Freedom Williams
Target entity description: Freedom Williams is an American rapper and dance music vocalist best known as the lead voice on C+C Music Factory’s early 1990s hits like "Gonna Make You Sweat (Everybody Dance Now)."
  • A. Jahking Guillory
    Jahking Guillory is an American actor best known for his breakout lead role in the independent coming-of-age film "Kicks" and subsequent appearances in television and film.
  • B. Zephaniah Williams
    Zephaniah Williams was a 19th-century Welsh Chartist leader and political activist best known for his prominent role in the Newport Rising of 1839.
  • C. OJ Haywood
    OJ Haywood is the quiet, determined horse rancher protagonist of Jordan Peele’s sci-fi horror film "Nope."
  • D. True W. Williams
    True W. Williams was an illustrator known for providing the original illustrations for Mark Twain’s semi-autobiographical travel book "Roughing It."
  • E. Ill Will Fulton
    Ill Will Fulton is a music producer known for contributing to Mos Def’s genre-blending hip-hop album *The New Danger*.
  • 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_69c688058d6881908c19b309cc55dbfa completed March 27, 2026, 1:37 p.m.
NER Named-entity recognition batch_69c6ae1eb0888190a67b850ac2bca79c completed March 27, 2026, 4:19 p.m.
NED1 Entity disambiguation (via context triple) batch_69c6cb862e308190af1028c76484a1ea completed March 27, 2026, 6:25 p.m.
NEDg Description generation batch_69c6cd05c54c81908bb612e7976bd10a completed March 27, 2026, 6:31 p.m.
NED2 Entity disambiguation (via description) batch_69c6cdc3ea7c8190b63e9a19721fea80 completed March 27, 2026, 6:34 p.m.
Created at: March 27, 2026, 1:52 p.m.