Triple

T23536989
Position Surface form Disambiguated ID Type / Status
Subject Graciliano Ramos E577624 entity
Predicate spouse P13 FINISHED
Object Heloísa de Medeiros Ramos
Heloísa de Medeiros Ramos was the wife of Brazilian writer Graciliano Ramos and is remembered for preserving and promoting his literary legacy.
 E1591940 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: Heloísa de Medeiros Ramos | Statement: [Graciliano Ramos, spouse, Heloísa de Medeiros Ramos]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Heloísa de Medeiros Ramos
Context triple: [Graciliano Ramos, spouse, Heloísa de Medeiros Ramos]
  • A. Mariana Cecília de Sousa Meireles
    Mariana Cecília de Sousa Meireles was the wife of Brazil’s first president, Marshal Deodoro da Fonseca, and a figure associated with the early republican political elite.
  • B. Lygia Pimentel Lins
    Lygia Pimentel Lins, better known as Lygia Clark, was a pioneering Brazilian artist associated with Neo-Concrete art, renowned for her participatory and sensorial works that blurred the boundaries between art and viewer.
  • C. Maria de Medeiros
    Maria de Medeiros is a Portuguese actress and filmmaker known internationally for her roles in independent and art-house films, including Quentin Tarantino’s "Pulp Fiction."
  • D. Maria Teresa Teixeira de Queiroz
    Maria Teresa Teixeira de Queiroz was the wife of Marcelo Caetano, the last prime minister of Portugal’s Estado Novo regime.
  • E. Elisa Dantas Gonçalves Pereira
    Elisa Dantas Gonçalves Pereira was the wife of Portuguese politician and twice President of Portugal Bernardino Machado.
  • 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: Heloísa de Medeiros Ramos
Triple: [Graciliano Ramos, spouse, Heloísa de Medeiros Ramos]
Generated description
Heloísa de Medeiros Ramos was the wife of Brazilian writer Graciliano Ramos and is remembered for preserving and promoting his literary legacy.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Heloísa de Medeiros Ramos
Target entity description: Heloísa de Medeiros Ramos was the wife of Brazilian writer Graciliano Ramos and is remembered for preserving and promoting his literary legacy.
  • A. Mariana Cecília de Sousa Meireles
    Mariana Cecília de Sousa Meireles was the wife of Brazil’s first president, Marshal Deodoro da Fonseca, and a figure associated with the early republican political elite.
  • B. Lygia Pimentel Lins
    Lygia Pimentel Lins, better known as Lygia Clark, was a pioneering Brazilian artist associated with Neo-Concrete art, renowned for her participatory and sensorial works that blurred the boundaries between art and viewer.
  • C. Maria de Medeiros
    Maria de Medeiros is a Portuguese actress and filmmaker known internationally for her roles in independent and art-house films, including Quentin Tarantino’s "Pulp Fiction."
  • D. Maria Teresa Teixeira de Queiroz
    Maria Teresa Teixeira de Queiroz was the wife of Marcelo Caetano, the last prime minister of Portugal’s Estado Novo regime.
  • E. Elisa Dantas Gonçalves Pereira
    Elisa Dantas Gonçalves Pereira was the wife of Portuguese politician and twice President of Portugal Bernardino Machado.
  • 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_69e245f9d5d08190a4a20004e1784e20 completed April 17, 2026, 2:38 p.m.
NER Named-entity recognition batch_69f1ae1831688190ac06b84729bce160 completed April 29, 2026, 7:07 a.m.
NED1 Entity disambiguation (via context triple) batch_6a0cdf59cfa48190b7be6602dfef5fb6 completed May 19, 2026, 10:08 p.m.
NEDg Description generation batch_6a0ce35a16a08190969f6811be7e471c completed May 19, 2026, 10:25 p.m.
NED2 Entity disambiguation (via description) batch_6a0ce4d4321c8190af0fe04f728c4f67 completed May 19, 2026, 10:31 p.m.
Created at: April 17, 2026, 6:10 p.m.