Triple

T5203780
Position Surface form Disambiguated ID Type / Status
Subject David Yates E117458 entity
Predicate notableWork P4 FINISHED
Object Sex Traffic (TV serial)
Sex Traffic is a British television drama miniseries that explores the exploitation and abuse of women caught in international human trafficking networks.
 E501041 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: Sex Traffic (TV serial) | Statement: [David Yates, notableWork, Sex Traffic (TV serial)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Sex Traffic (TV serial)
Context triple: [David Yates, notableWork, Sex Traffic (TV serial)]
  • A. Traffik (1989 British television miniseries)
    Traffik is a 1989 British television miniseries that explores the international heroin trade through interwoven storylines, later inspiring the Oscar-winning film "Traffic" (2000).
  • B. Human Traffic (film)
    Human Traffic is a 1999 British independent comedy-drama film that follows a group of young friends immersed in Cardiff’s clubbing and rave culture over one hedonistic weekend.
  • C. CHiPs
    CHiPs is an American television drama series from the late 1970s and early 1980s that follows the adventures of two motorcycle officers of the California Highway Patrol.
  • D. El Tráfico
    El Tráfico is the intense Los Angeles derby between LA Galaxy and Los Angeles FC in Major League Soccer, known for its high-scoring matches and passionate fan atmosphere.
  • E. Third Watch
    Third Watch is an American television drama series that follows the lives of New York City police officers, firefighters, and paramedics working the 3 p.m. to 11 p.m. shift.
  • 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: Sex Traffic (TV serial)
Triple: [David Yates, notableWork, Sex Traffic (TV serial)]
Generated description
Sex Traffic is a British television drama miniseries that explores the exploitation and abuse of women caught in international human trafficking networks.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Sex Traffic (TV serial)
Target entity description: Sex Traffic is a British television drama miniseries that explores the exploitation and abuse of women caught in international human trafficking networks.
  • A. Traffik (1989 British television miniseries)
    Traffik is a 1989 British television miniseries that explores the international heroin trade through interwoven storylines, later inspiring the Oscar-winning film "Traffic" (2000).
  • B. Human Traffic (film)
    Human Traffic is a 1999 British independent comedy-drama film that follows a group of young friends immersed in Cardiff’s clubbing and rave culture over one hedonistic weekend.
  • C. CHiPs
    CHiPs is an American television drama series from the late 1970s and early 1980s that follows the adventures of two motorcycle officers of the California Highway Patrol.
  • D. El Tráfico
    El Tráfico is the intense Los Angeles derby between LA Galaxy and Los Angeles FC in Major League Soccer, known for its high-scoring matches and passionate fan atmosphere.
  • E. Third Watch
    Third Watch is an American television drama series that follows the lives of New York City police officers, firefighters, and paramedics working the 3 p.m. to 11 p.m. shift.
  • 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_69bd4463dd3c81909966123f20b79d57 completed March 20, 2026, 12:58 p.m.
NER Named-entity recognition batch_69bd7a46393c81908da08f4fbfb6147d completed March 20, 2026, 4:48 p.m.
NED1 Entity disambiguation (via context triple) batch_69bee0a8ae0881909ce3173b73c2b749 completed March 21, 2026, 6:17 p.m.
NEDg Description generation batch_69bee61df9b4819092e4801195da2462 completed March 21, 2026, 6:40 p.m.
NED2 Entity disambiguation (via description) batch_69bee67364588190b5d8f31af7adf1f4 completed March 21, 2026, 6:41 p.m.
Created at: March 20, 2026, 1:47 p.m.