Triple

T387564
Position Surface form Disambiguated ID Type / Status
Subject The Elders E8810 entity
Predicate hasMember P10 FINISHED
Object Fernando Henrique Cardoso
Fernando Henrique Cardoso is a Brazilian sociologist and politician who served as President of Brazil from 1995 to 2003 and is known for implementing major economic reforms and stabilizing the country’s economy.
E49418 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: Fernando Henrique Cardoso | Statement: [The Elders, hasMember, Fernando Henrique Cardoso]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Fernando Henrique Cardoso
Context triple: [The Elders, hasMember, Fernando Henrique Cardoso]
  • A. Marcelo Caetano
    Marcelo Caetano was the last prime minister of Portugal’s Estado Novo dictatorship, whose overthrow in 1974 during the Carnation Revolution ended decades of authoritarian rule.
  • B. José Sócrates
    José Sócrates is a Portuguese politician who served as Prime Minister of Portugal from 2005 to 2011 and was a leading figure in the Socialist Party.
  • C. Xanana Gusmão
    Xanana Gusmão is a Timorese independence leader and statesman who became the first president and later prime minister of Timor-Leste after leading the struggle against Indonesian occupation.
  • D. Mário Soares
    Mário Soares was a prominent Portuguese statesman and democrat who played a key role in the country’s transition from dictatorship to democracy and later served as both prime minister and president.
  • E. Otelo Saraiva de Carvalho
    Otelo Saraiva de Carvalho was a Portuguese military officer and strategist who played a central role in planning and leading the 1974 Carnation Revolution that ended Portugal’s Estado Novo dictatorship.
  • 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: Fernando Henrique Cardoso
Triple: [The Elders, hasMember, Fernando Henrique Cardoso]
Generated description
Fernando Henrique Cardoso is a Brazilian sociologist and politician who served as President of Brazil from 1995 to 2003 and is known for implementing major economic reforms and stabilizing the country’s economy.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Fernando Henrique Cardoso
Target entity description: Fernando Henrique Cardoso is a Brazilian sociologist and politician who served as President of Brazil from 1995 to 2003 and is known for implementing major economic reforms and stabilizing the country’s economy.
  • A. Marcelo Caetano
    Marcelo Caetano was the last prime minister of Portugal’s Estado Novo dictatorship, whose overthrow in 1974 during the Carnation Revolution ended decades of authoritarian rule.
  • B. José Sócrates
    José Sócrates is a Portuguese politician who served as Prime Minister of Portugal from 2005 to 2011 and was a leading figure in the Socialist Party.
  • C. Xanana Gusmão
    Xanana Gusmão is a Timorese independence leader and statesman who became the first president and later prime minister of Timor-Leste after leading the struggle against Indonesian occupation.
  • D. Mário Soares
    Mário Soares was a prominent Portuguese statesman and democrat who played a key role in the country’s transition from dictatorship to democracy and later served as both prime minister and president.
  • E. Otelo Saraiva de Carvalho
    Otelo Saraiva de Carvalho was a Portuguese military officer and strategist who played a central role in planning and leading the 1974 Carnation Revolution that ended Portugal’s Estado Novo dictatorship.
  • 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_69a2e7f55c60819097aff65ea2ca2832 completed Feb. 28, 2026, 1:04 p.m.
NER Named-entity recognition batch_69a2ec5828d881909e8810061c02480c completed Feb. 28, 2026, 1:23 p.m.
NED1 Entity disambiguation (via context triple) batch_69a403500d048190874ff9e3078d86fe completed March 1, 2026, 9:13 a.m.
NEDg Description generation batch_69a4041ef2d8819086370c7f55887ae5 completed March 1, 2026, 9:17 a.m.
NED2 Entity disambiguation (via description) batch_69a4048229bc8190afe728fce60b8eac completed March 1, 2026, 9:18 a.m.
Created at: Feb. 28, 2026, 1:08 p.m.