Triple

T8212935
Position Surface form Disambiguated ID Type / Status
Subject GB News E191864 entity
Predicate keyPerson P256 FINISHED
Object Angelos Frangopoulos
Angelos Frangopoulos is an Australian media executive best known for leading the launch and development of the British television news channel GB News.
 E726848 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: Angelos Frangopoulos | Statement: [GB News, keyPerson, Angelos Frangopoulos]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Angelos Frangopoulos
Context triple: [GB News, keyPerson, Angelos Frangopoulos]
  • A. Angelo Tsakopoulos
    Angelo Tsakopoulos is a prominent Greek-American real estate developer and political donor based in California.
  • B. Gregory Markopoulos
    Gregory Markopoulos was an influential American avant-garde filmmaker whose highly personal, formally radical works helped shape the development of experimental and underground cinema in the mid-20th century.
  • C. Apostolos Athanassakis
    Apostolos Athanassakis is a classical scholar and translator best known for his influential modern English edition of the ancient Greek Orphic Hymns.
  • D. Andreas Kalvos
    Andreas Kalvos was a 19th-century Greek poet known for his patriotic and lyrical works that bridged neoclassicism and early Romanticism in modern Greek literature.
  • E. Michael Satrazemis
    Michael Satrazemis is a television director and producer best known for his extensive work in The Walking Dead franchise, including directing and producing various spin-off series.
  • 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: Angelos Frangopoulos
Triple: [GB News, keyPerson, Angelos Frangopoulos]
Generated description
Angelos Frangopoulos is an Australian media executive best known for leading the launch and development of the British television news channel GB News.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Angelos Frangopoulos
Target entity description: Angelos Frangopoulos is an Australian media executive best known for leading the launch and development of the British television news channel GB News.
  • A. Angelo Tsakopoulos
    Angelo Tsakopoulos is a prominent Greek-American real estate developer and political donor based in California.
  • B. Gregory Markopoulos
    Gregory Markopoulos was an influential American avant-garde filmmaker whose highly personal, formally radical works helped shape the development of experimental and underground cinema in the mid-20th century.
  • C. Apostolos Athanassakis
    Apostolos Athanassakis is a classical scholar and translator best known for his influential modern English edition of the ancient Greek Orphic Hymns.
  • D. Andreas Kalvos
    Andreas Kalvos was a 19th-century Greek poet known for his patriotic and lyrical works that bridged neoclassicism and early Romanticism in modern Greek literature.
  • E. Michael Satrazemis
    Michael Satrazemis is a television director and producer best known for his extensive work in The Walking Dead franchise, including directing and producing various spin-off series.
  • 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_69ca82c8c054819087fedd9a5436b8a3 completed March 30, 2026, 2:03 p.m.
NER Named-entity recognition batch_69cb76e07a1c8190b5d1ec2ef16966ad completed March 31, 2026, 7:25 a.m.
NED1 Entity disambiguation (via context triple) batch_69cd94d541f08190adf1fe7020b3c39b completed April 1, 2026, 9:57 p.m.
NEDg Description generation batch_69cdb20cc18081908269516e49ce0fd3 completed April 2, 2026, 12:02 a.m.
NED2 Entity disambiguation (via description) batch_69cdb44ff9a88190bbcb4a56f9b44dc1 completed April 2, 2026, 12:12 a.m.
Created at: March 30, 2026, 5:44 p.m.