Triple

T20805997
Position Surface form Disambiguated ID Type / Status
Subject Ross Kemp E512155 entity
Predicate notableWork P4 FINISHED
Object Ross Kemp on Gangs: Middle East
"Ross Kemp on Gangs: Middle East" is a documentary television special in which British actor and journalist Ross Kemp investigates criminal gangs and conflict-related violence across various countries in the Middle East.
E1451834 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: Ross Kemp on Gangs: Middle East | Statement: [Ross Kemp, notableWork, Ross Kemp on Gangs: Middle East]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Ross Kemp on Gangs: Middle East
Context triple: [Ross Kemp, notableWork, Ross Kemp on Gangs: Middle East]
  • A. Middle East Watch
    Middle East Watch was a regional division of Human Rights Watch focused on monitoring and reporting human rights abuses in the Middle East.
  • B. Inside the Middle East
    "Inside the Middle East" is a comprehensive non-fiction book by Dilip Hiro that analyzes the political, historical, and social dynamics shaping the modern Middle East.
  • C. Karim Lala gang
    The Karim Lala gang was a prominent organized crime syndicate in Mumbai, historically influential in the city’s underworld through activities such as smuggling, extortion, and illegal gambling.
  • D. South London gang
    South London gang is an informal criminal organization operating in the southern districts of London, typically involved in activities such as drug trafficking, violence, and territorial disputes.
  • E. ERC militias
    ERC militias were armed units aligned with the Catalan left-wing party Esquerra Republicana de Catalunya that operated during the Spanish Civil War, particularly in defense of the Second Spanish Republic and Catalan autonomy.
  • 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: Ross Kemp on Gangs: Middle East
Triple: [Ross Kemp, notableWork, Ross Kemp on Gangs: Middle East]
Generated description
"Ross Kemp on Gangs: Middle East" is a documentary television special in which British actor and journalist Ross Kemp investigates criminal gangs and conflict-related violence across various countries in the Middle East.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Ross Kemp on Gangs: Middle East
Target entity description: "Ross Kemp on Gangs: Middle East" is a documentary television special in which British actor and journalist Ross Kemp investigates criminal gangs and conflict-related violence across various countries in the Middle East.
  • A. Middle East Watch
    Middle East Watch was a regional division of Human Rights Watch focused on monitoring and reporting human rights abuses in the Middle East.
  • B. Inside the Middle East
    "Inside the Middle East" is a comprehensive non-fiction book by Dilip Hiro that analyzes the political, historical, and social dynamics shaping the modern Middle East.
  • C. Karim Lala gang
    The Karim Lala gang was a prominent organized crime syndicate in Mumbai, historically influential in the city’s underworld through activities such as smuggling, extortion, and illegal gambling.
  • D. South London gang
    South London gang is an informal criminal organization operating in the southern districts of London, typically involved in activities such as drug trafficking, violence, and territorial disputes.
  • E. ERC militias
    ERC militias were armed units aligned with the Catalan left-wing party Esquerra Republicana de Catalunya that operated during the Spanish Civil War, particularly in defense of the Second Spanish Republic and Catalan autonomy.
  • 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.