Triple

T2216003
Position Surface form Disambiguated ID Type / Status
Subject Andrew Lincoln E48033 entity
Predicate notableWork P4 FINISHED
Object Human Traffic
"Human Traffic" is a 1999 British independent film that follows a group of young friends over a hedonistic weekend immersed in Cardiff’s club and rave culture.
E244291 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 | Statement: [Andrew Lincoln, notableWork, Human Traffic]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Human Traffic
Context triple: [Andrew Lincoln, notableWork, Human Traffic]
  • A. Traffic
    "Traffic" is a 2000 American crime drama film directed by Steven Soderbergh that explores the complex, interwoven impacts of the illegal drug trade from multiple perspectives.
  • B. Traffic
    Traffic was an influential English rock band formed in the late 1960s, known for blending rock, jazz, and psychedelic influences and for launching the career of Steve Winwood.
  • C. Traffic Group
    Traffic Group is a specialized division of the Los Angeles Police Department responsible for traffic enforcement, collision investigation, and related roadway safety operations across the city.
  • D. Traffic Unit
    The Traffic Unit is a specialized division of the Bermuda Police Service responsible for enforcing road traffic laws, promoting road safety, and investigating traffic collisions across the island.
  • E. Traffic Division
    The Traffic Division is the specialized unit of the Portland Police Bureau responsible for enforcing traffic laws, investigating collisions, and promoting roadway safety within the city.
  • 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
Triple: [Andrew Lincoln, notableWork, Human Traffic]
Generated description
"Human Traffic" is a 1999 British independent film that follows a group of young friends over a hedonistic weekend immersed in Cardiff’s club and rave culture.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Human Traffic
Target entity description: "Human Traffic" is a 1999 British independent film that follows a group of young friends over a hedonistic weekend immersed in Cardiff’s club and rave culture.
  • A. Traffic
    "Traffic" is a 2000 American crime drama film directed by Steven Soderbergh that explores the complex, interwoven impacts of the illegal drug trade from multiple perspectives.
  • B. Traffic
    Traffic was an influential English rock band formed in the late 1960s, known for blending rock, jazz, and psychedelic influences and for launching the career of Steve Winwood.
  • C. Traffic Group
    Traffic Group is a specialized division of the Los Angeles Police Department responsible for traffic enforcement, collision investigation, and related roadway safety operations across the city.
  • D. Traffic Unit
    The Traffic Unit is a specialized division of the Bermuda Police Service responsible for enforcing road traffic laws, promoting road safety, and investigating traffic collisions across the island.
  • E. Traffic Division
    The Traffic Division is the specialized unit of the Portland Police Bureau responsible for enforcing traffic laws, investigating collisions, and promoting roadway safety within the city.
  • 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.