Triple

T15832611
Position Surface form Disambiguated ID Type / Status
Subject Workers' Party E383907 entity
Predicate hasNotableMember P304 FINISHED
Object Fernando Haddad
Fernando Haddad is a Brazilian academic and politician who served as mayor of São Paulo and as Brazil’s minister of education, and was the Workers’ Party candidate in the 2018 presidential election.
E1180729 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 Haddad | Statement: [Workers' Party, hasNotableMember, Fernando Haddad]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Fernando Haddad
Context triple: [Workers' Party, hasNotableMember, Fernando Haddad]
  • A. Camilo Haddad
    Camilo Haddad is a São Paulo Metro station on Line 15–Silver serving the city’s eastern zone.
  • B. Ricardo Salles
    Ricardo Salles is a Brazilian lawyer and politician best known for serving as Brazil’s Minister of the Environment under President Jair Bolsonaro, during which he became a controversial figure over environmental and Amazon deforestation policies.
  • C. Beto Soares
    Beto Soares is a notable individual bearing the surname Soares, recognized for achievements that distinguish him among others with the same family name.
  • D. Pedro Malan
    Pedro Malan is a Brazilian economist and former finance minister known for his central role in stabilizing Brazil’s economy during the 1990s.
  • E. Maurício Roberto
    Maurício Roberto was a notable Brazilian architect and artist associated with the modernist movement and recognized as a distinguished graduate of the Escola Nacional de Belas Artes.
  • 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 Haddad
Triple: [Workers' Party, hasNotableMember, Fernando Haddad]
Generated description
Fernando Haddad is a Brazilian academic and politician who served as mayor of São Paulo and as Brazil’s minister of education, and was the Workers’ Party candidate in the 2018 presidential election.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Fernando Haddad
Target entity description: Fernando Haddad is a Brazilian academic and politician who served as mayor of São Paulo and as Brazil’s minister of education, and was the Workers’ Party candidate in the 2018 presidential election.
  • A. Camilo Haddad
    Camilo Haddad is a São Paulo Metro station on Line 15–Silver serving the city’s eastern zone.
  • B. Ricardo Salles
    Ricardo Salles is a Brazilian lawyer and politician best known for serving as Brazil’s Minister of the Environment under President Jair Bolsonaro, during which he became a controversial figure over environmental and Amazon deforestation policies.
  • C. Beto Soares
    Beto Soares is a notable individual bearing the surname Soares, recognized for achievements that distinguish him among others with the same family name.
  • D. Pedro Malan
    Pedro Malan is a Brazilian economist and former finance minister known for his central role in stabilizing Brazil’s economy during the 1990s.
  • E. Maurício Roberto
    Maurício Roberto was a notable Brazilian architect and artist associated with the modernist movement and recognized as a distinguished graduate of the Escola Nacional de Belas Artes.
  • 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_69d86da34c888190976e06c4019d415a completed April 10, 2026, 3:25 a.m.
NER Named-entity recognition batch_69e11e653e388190a4696cdb22546715 completed April 16, 2026, 5:37 p.m.
NED1 Entity disambiguation (via context triple) batch_69ffa135be84819084f7c20c2bc01b47 completed May 9, 2026, 9:03 p.m.
NEDg Description generation batch_69ffa5623dd08190b7332d3aa4e90c18 completed May 9, 2026, 9:21 p.m.
NED2 Entity disambiguation (via description) batch_69ffa5c23e6481908c9c1d1ca5253be4 completed May 9, 2026, 9:23 p.m.
Created at: April 10, 2026, 4:49 a.m.