Triple

T2367260
Position Surface form Disambiguated ID Type / Status
Subject Angolan Civil War E46009 entity
Predicate keyFigure P256 FINISHED
Object Holden Roberto
Holden Roberto was an Angolan nationalist leader and founder of the National Liberation Front of Angola (FNLA), playing a major role in the country’s struggle for independence and subsequent conflicts.
E261462 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: Holden Roberto | Statement: [Angolan Civil War, keyFigure, Holden Roberto]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Holden Roberto
Context triple: [Angolan Civil War, keyFigure, Holden Roberto]
  • A. Lorenzo Semple Jr.
    Lorenzo Semple Jr. was an American screenwriter best known for his work on the 1960s Batman TV series and several high-profile films, including thrillers and action-adventures of the 1970s.
  • B. Hector Williams
    Hector Williams is a key member of the elite counterterrorism team in the television series "The Unit," known for his courage, tactical skill, and strong moral compass.
  • C. Álvaro
    Álvaro is a masculine given name of Spanish origin commonly used in Spain and Latin America.
  • D. Raul Hernandez
    Raul Hernandez was a member of Brigade 2506, the CIA-backed Cuban exile force that participated in the failed 1961 Bay of Pigs invasion against Fidel Castro’s government.
  • E. Roderic Dallas
    Roderic Dallas was a distinguished Australian fighter ace of World War I who became one of the leading pilots in British naval aviation.
  • 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: Holden Roberto
Triple: [Angolan Civil War, keyFigure, Holden Roberto]
Generated description
Holden Roberto was an Angolan nationalist leader and founder of the National Liberation Front of Angola (FNLA), playing a major role in the country’s struggle for independence and subsequent conflicts.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Holden Roberto
Target entity description: Holden Roberto was an Angolan nationalist leader and founder of the National Liberation Front of Angola (FNLA), playing a major role in the country’s struggle for independence and subsequent conflicts.
  • A. Lorenzo Semple Jr.
    Lorenzo Semple Jr. was an American screenwriter best known for his work on the 1960s Batman TV series and several high-profile films, including thrillers and action-adventures of the 1970s.
  • B. Hector Williams
    Hector Williams is a key member of the elite counterterrorism team in the television series "The Unit," known for his courage, tactical skill, and strong moral compass.
  • C. Mike Ribeiro
    Mike Ribeiro is a Canadian former professional ice hockey center known for his playmaking skills during a lengthy NHL career with teams including the Montreal Canadiens, Dallas Stars, and Nashville Predators.
  • D. Álvaro
    Álvaro is a masculine given name of Spanish origin commonly used in Spain and Latin America.
  • E. Raul Hernandez
    Raul Hernandez was a member of Brigade 2506, the CIA-backed Cuban exile force that participated in the failed 1961 Bay of Pigs invasion against Fidel Castro’s government.
  • 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_69a88a145268819083e2736cb835c696 completed March 4, 2026, 7:37 p.m.
NER Named-entity recognition batch_69abc74b6bdc8190a12b2bcaa2dd7616 completed March 7, 2026, 6:35 a.m.
NED1 Entity disambiguation (via context triple) batch_69aea89ae4688190be2e0825f0875ed3 completed March 9, 2026, 11:01 a.m.
NEDg Description generation batch_69aeac4b9b108190b440c991342df9b6 completed March 9, 2026, 11:17 a.m.
NED2 Entity disambiguation (via description) batch_69aeacc8445481908a3ae8bd62493413 completed March 9, 2026, 11:19 a.m.
Created at: March 4, 2026, 7:56 p.m.