Triple

T20806001
Position Surface form Disambiguated ID Type / Status
Subject Ross Kemp E512155 entity
Predicate notableWork P4 FINISHED
Object Gangs
Gangs is a British documentary television series in which Ross Kemp investigates and exposes the inner workings of violent gangs around the world.
E1451837 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: Gangs | Statement: [Ross Kemp, notableWork, Gangs]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Gangs
Context triple: [Ross Kemp, notableWork, Gangs]
  • A. Gang
    Gang is a 1986 rock album by French singer Johnny Hallyday, known for its polished production and several hit singles that revitalized his career in the 1980s.
  • B. Green Gang
    The Green Gang was a powerful Chinese criminal organization based in Shanghai that wielded significant political influence in the early 20th century through its ties to nationalist leaders and involvement in organized crime.
  • C. Gangsters
    Gangsters is a novel by Swedish author Klas Östergren that blends crime, satire, and social commentary in a darkly humorous portrayal of contemporary Sweden.
  • D. Gangsters
    "Gangsters" is a 1979 ska single by British band The Specials that helped launch the 2 Tone movement in the UK.
  • E. The Gang
    The Gang is the dysfunctional central group of friends in the TV sitcom "It's Always Sunny in Philadelphia," known for their selfish schemes and morally questionable antics.
  • 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: Gangs
Triple: [Ross Kemp, notableWork, Gangs]
Generated description
Gangs is a British documentary television series in which Ross Kemp investigates and exposes the inner workings of violent gangs around the world.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Gangs
Target entity description: Gangs is a British documentary television series in which Ross Kemp investigates and exposes the inner workings of violent gangs around the world.
  • A. Gang
    Gang is a 1986 rock album by French singer Johnny Hallyday, known for its polished production and several hit singles that revitalized his career in the 1980s.
  • B. Green Gang
    The Green Gang was a powerful Chinese criminal organization based in Shanghai that wielded significant political influence in the early 20th century through its ties to nationalist leaders and involvement in organized crime.
  • C. Gangsters
    Gangsters is a novel by Swedish author Klas Östergren that blends crime, satire, and social commentary in a darkly humorous portrayal of contemporary Sweden.
  • D. Gangsters
    "Gangsters" is a 1979 ska single by British band The Specials that helped launch the 2 Tone movement in the UK.
  • E. The Gang
    The Gang is the dysfunctional central group of friends in the TV sitcom "It's Always Sunny in Philadelphia," known for their selfish schemes and morally questionable antics.
  • 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_69e0b4cc69f481908e98751e697b9df4 completed April 16, 2026, 10:07 a.m.
NER Named-entity recognition batch_69e6c2cf1cbc819092d92625dfb107d0 completed April 21, 2026, 12:20 a.m.
NED1 Entity disambiguation (via context triple) batch_6a08f8c7221c81908cac8475577b5d5b completed May 16, 2026, 11:07 p.m.
NEDg Description generation batch_6a08fd4bda1c8190addc1204672686f8 completed May 16, 2026, 11:27 p.m.
NED2 Entity disambiguation (via description) batch_6a08fe0b586c8190a85bc0c39dd2072c completed May 16, 2026, 11:30 p.m.
Created at: April 16, 2026, 12:40 p.m.