Triple

T2242102

Position	Surface form	Disambiguated ID	Type / Status
Subject	Fernando Henrique Cardoso	`E49418`	entity
Predicate	succeededBy	`P78`	FINISHED
Object	Luiz Inácio Lula da Silva (as President of Brazil) Luiz Inácio Lula da Silva is a Brazilian leftist politician and former union leader who served as President of Brazil in the 2000s, implementing social programs that significantly reduced poverty and expanded Brazil’s international profile.	`E250057`	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: Luiz Inácio Lula da Silva (as President of Brazil) | Statement: [Fernando Henrique Cardoso, succeededBy, Luiz Inácio Lula da Silva (as President of Brazil)]

NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07

Target entity: Luiz Inácio Lula da Silva (as President of Brazil)
Context triple: [Fernando Henrique Cardoso, succeededBy, Luiz Inácio Lula da Silva (as President of Brazil)]

A. Dilma Rousseff
Dilma Rousseff is a Brazilian economist and politician who served as the 36th president of Brazil and the country’s first female head of state.
B. Paulo Henrique Cardoso
Paulo Henrique Cardoso is a Brazilian academic and public figure best known as the son of former Brazilian president and sociologist Fernando Henrique Cardoso.
C. 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.
D. Alexandre Gusmão
Alexandre Gusmão was a prominent 17th–18th century Portuguese-Brazilian diplomat and negotiator, best known for helping define Brazil’s borders through the Treaty of Madrid (1750).
E. Itamar Franco (as President of Brazil)
Itamar Franco was a Brazilian politician who served as president in the early 1990s, overseeing the transition from hyperinflation to economic stabilization and the groundwork for the Real Plan.
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: Luiz Inácio Lula da Silva (as President of Brazil)
Triple: [Fernando Henrique Cardoso, succeededBy, Luiz Inácio Lula da Silva (as President of Brazil)]

Generated description

Luiz Inácio Lula da Silva is a Brazilian leftist politician and former union leader who served as President of Brazil in the 2000s, implementing social programs that significantly reduced poverty and expanded Brazil’s international profile.

NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07

Target entity: Luiz Inácio Lula da Silva (as President of Brazil)
Target entity description: Luiz Inácio Lula da Silva is a Brazilian leftist politician and former union leader who served as President of Brazil in the 2000s, implementing social programs that significantly reduced poverty and expanded Brazil’s international profile.

A. Dilma Rousseff
Dilma Rousseff is a Brazilian economist and politician who served as the 36th president of Brazil and the country’s first female head of state.
B. Paulo Henrique Cardoso
Paulo Henrique Cardoso is a Brazilian academic and public figure best known as the son of former Brazilian president and sociologist Fernando Henrique Cardoso.
C. 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.
D. Alexandre Gusmão
Alexandre Gusmão was a prominent 17th–18th century Portuguese-Brazilian diplomat and negotiator, best known for helping define Brazil’s borders through the Treaty of Madrid (1750).
E. Itamar Franco (as President of Brazil)
Itamar Franco was a Brazilian politician who served as president in the early 1990s, overseeing the transition from hyperinflation to economic stabilization and the groundwork for the Real Plan.
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_69a88aa979788190ad6500f1d8eee2fc`	completed	March 4, 2026, 7:40 p.m.
NER	Named-entity recognition	`batch_69abc0c017548190a71fb4a0e2a8189f`	completed	March 7, 2026, 6:08 a.m.
NED1	Entity disambiguation (via context triple)	`batch_69ae71bfb47881908c93333a9e808420`	completed	March 9, 2026, 7:07 a.m.
NEDg	Description generation	`batch_69ae739342108190a14f7640228319ea`	completed	March 9, 2026, 7:15 a.m.
NED2	Entity disambiguation (via description)	`batch_69ae74eb89448190895fab4a493c6d08`	completed	March 9, 2026, 7:21 a.m.

Created at: March 4, 2026, 7:47 p.m.