Triple

T2216027
Position Surface form Disambiguated ID Type / Status
Subject Andrew Lincoln E48033 entity
Predicate appearedIn P795 FINISHED
Object 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.
E244299 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: Human Traffic (film) | Statement: [Andrew Lincoln, appearedIn, Human Traffic (film)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Human Traffic (film)
Context triple: [Andrew Lincoln, appearedIn, Human Traffic (film)]
  • A. 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.
  • B. The Asphalt Jungle
    The Asphalt Jungle is a 1950 American film noir crime drama directed by John Huston, renowned for its gritty, realistic portrayal of a meticulously planned jewel heist and its influence on the heist genre.
  • C. Gridlock'd
    Gridlock'd is a 1997 dark comedy-drama film starring Tupac Shakur and Tim Roth as heroin-addicted musicians struggling to navigate a dysfunctional bureaucracy while trying to enter rehab.
  • D. Saho
    Saho is a Cushitic language spoken primarily by the Saho people in Eritrea and neighboring regions of the Horn of Africa.
  • E. Joy Ride
    "Joy Ride" is a track from Mariah Carey's acclaimed 2005 album *The Emancipation of Mimi*, showcasing her signature vocal style in a smooth, R&B-influenced ballad.
  • 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: Human Traffic (film)
Triple: [Andrew Lincoln, appearedIn, Human Traffic (film)]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Human Traffic (film)
Target entity description: 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.
  • A. 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.
  • B. The Asphalt Jungle
    The Asphalt Jungle is a 1950 American film noir crime drama directed by John Huston, renowned for its gritty, realistic portrayal of a meticulously planned jewel heist and its influence on the heist genre.
  • C. Gridlock'd
    Gridlock'd is a 1997 dark comedy-drama film starring Tupac Shakur and Tim Roth as heroin-addicted musicians struggling to navigate a dysfunctional bureaucracy while trying to enter rehab.
  • D. Saho
    Saho is a Cushitic language spoken primarily by the Saho people in Eritrea and neighboring regions of the Horn of Africa.
  • E. Joy Ride
    "Joy Ride" is a track from Mariah Carey's acclaimed 2005 album *The Emancipation of Mimi*, showcasing her signature vocal style in a smooth, R&B-influenced ballad.
  • 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_69a88aa1ee708190862c8c378c41e9eb completed March 4, 2026, 7:40 p.m.
NER Named-entity recognition batch_69abbff11574819091d1b50d637ae767 completed March 7, 2026, 6:04 a.m.
NED1 Entity disambiguation (via context triple) batch_69ae65571b9481908f992cee85ee59eb completed March 9, 2026, 6:14 a.m.
NEDg Description generation batch_69ae66411d848190a529018ad3765597 completed March 9, 2026, 6:18 a.m.
NED2 Entity disambiguation (via description) batch_69ae66a8cd9881908df2873e6159f293 completed March 9, 2026, 6:20 a.m.
Created at: March 4, 2026, 7:46 p.m.