Triple

T2590699
Position Surface form Disambiguated ID Type / Status
Subject Gavin Hood E58113 entity
Predicate notableWork P4 FINISHED
Object Tsotsi
Tsotsi is a 2005 South African crime drama film, directed by Gavin Hood, that follows a young Johannesburg gang leader whose life changes after he inadvertently kidnaps a baby during a carjacking.
E279321 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: Tsotsi | Statement: [Gavin Hood, notableWork, Tsotsi]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Tsotsi
Context triple: [Gavin Hood, notableWork, Tsotsi]
  • A. Man on Fire
    Man on Fire is a 2004 action thriller film in which Denzel Washington plays a former CIA operative who seeks brutal revenge after the young girl he was hired to protect is kidnapped in Mexico City.
  • B. Blood Diamond
    Blood Diamond is a 2006 political war thriller film set during the Sierra Leone Civil War that explores the brutal trade in conflict diamonds through the story of a smuggler and a fisherman.
  • C. Beasts of No Nation
    Beasts of No Nation is a 2015 war drama film about a child soldier in an unnamed African country, acclaimed for its harrowing portrayal of conflict and Idris Elba’s powerful performance.
  • D. City of God
    City of God is a landmark 2002 Brazilian crime drama film that portrays the rise of organized crime in a Rio de Janeiro favela from the 1960s to the 1980s.
  • E. Biutiful
    Biutiful is a 2010 Spanish-language drama film directed by Alejandro González Iñárritu, featuring Javier Bardem as a terminally ill man struggling to care for his children amid the criminal underworld of Barcelona.
  • 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: Tsotsi
Triple: [Gavin Hood, notableWork, Tsotsi]
Generated description
Tsotsi is a 2005 South African crime drama film, directed by Gavin Hood, that follows a young Johannesburg gang leader whose life changes after he inadvertently kidnaps a baby during a carjacking.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Tsotsi
Target entity description: Tsotsi is a 2005 South African crime drama film, directed by Gavin Hood, that follows a young Johannesburg gang leader whose life changes after he inadvertently kidnaps a baby during a carjacking.
  • A. Man on Fire
    Man on Fire is a 2004 action thriller film in which Denzel Washington plays a former CIA operative who seeks brutal revenge after the young girl he was hired to protect is kidnapped in Mexico City.
  • B. Blood Diamond
    Blood Diamond is a 2006 political war thriller film set during the Sierra Leone Civil War that explores the brutal trade in conflict diamonds through the story of a smuggler and a fisherman.
  • C. Beasts of No Nation
    Beasts of No Nation is a 2015 war drama film about a child soldier in an unnamed African country, acclaimed for its harrowing portrayal of conflict and Idris Elba’s powerful performance.
  • D. City of God
    City of God is a landmark 2002 Brazilian crime drama film that portrays the rise of organized crime in a Rio de Janeiro favela from the 1960s to the 1980s.
  • E. Biutiful
    Biutiful is a 2010 Spanish-language drama film directed by Alejandro González Iñárritu, featuring Javier Bardem as a terminally ill man struggling to care for his children amid the criminal underworld of Barcelona.
  • 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_69ab4ac019c8819094add11c46706e32 completed March 6, 2026, 9:44 p.m.
NER Named-entity recognition batch_69abd40075f08190b760cb41c1417169 completed March 7, 2026, 7:30 a.m.
NED1 Entity disambiguation (via context triple) batch_69af6589a9c48190b16b5b7959096aab completed March 10, 2026, 12:27 a.m.
NEDg Description generation batch_69af6828591081909ccf92fb38549944 completed March 10, 2026, 12:39 a.m.
NED2 Entity disambiguation (via description) batch_69af689f7c4c8190a26270c57da71146 completed March 10, 2026, 12:41 a.m.
Created at: March 6, 2026, 9:49 p.m.