Triple
T4262427
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Paulo Freire |
E96132
|
entity |
| Predicate | spouse |
P13
|
FINISHED |
| Object |
Elza Maia Costa de Oliveira
Elza Maia Costa de Oliveira was a Brazilian educator and the first wife and close intellectual collaborator of influential pedagogue Paulo Freire.
|
E425829
|
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: Elza Maia Costa de Oliveira | Statement: [Paulo Freire, spouse, Elza Maia Costa de Oliveira]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Elza Maia Costa de Oliveira Context triple: [Paulo Freire, spouse, Elza Maia Costa de Oliveira]
-
A.
Eliane Cavalleiro
Eliane Cavalleiro is a Brazilian academic and activist known for her work on racial and gender equality in education.
-
B.
Marília
Marília is a mid-sized city in the interior of Brazil known for its food industry, higher education institutions, and role as a regional economic hub.
-
C.
Vera Lúcia Cabreira
Vera Lúcia Cabreira was the wife of renowned Brazilian architect Oscar Niemeyer.
-
D.
Manuela Veloso
Manuela Veloso is a prominent computer scientist and roboticist known for her pioneering work in artificial intelligence and multi-agent robotics.
-
E.
Yolanda Soares
Yolanda Soares is a Portuguese soprano and crossover singer known for blending classical music with fado and other contemporary styles.
- 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: Elza Maia Costa de Oliveira Triple: [Paulo Freire, spouse, Elza Maia Costa de Oliveira]
Generated description
Elza Maia Costa de Oliveira was a Brazilian educator and the first wife and close intellectual collaborator of influential pedagogue Paulo Freire.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Elza Maia Costa de Oliveira Target entity description: Elza Maia Costa de Oliveira was a Brazilian educator and the first wife and close intellectual collaborator of influential pedagogue Paulo Freire.
-
A.
Eliane Cavalleiro
Eliane Cavalleiro is a Brazilian academic and activist known for her work on racial and gender equality in education.
-
B.
Marília
Marília is a mid-sized city in the interior of Brazil known for its food industry, higher education institutions, and role as a regional economic hub.
-
C.
Vera Lúcia Cabreira
Vera Lúcia Cabreira was the wife of renowned Brazilian architect Oscar Niemeyer.
-
D.
Manuela Veloso
Manuela Veloso is a prominent computer scientist and roboticist known for her pioneering work in artificial intelligence and multi-agent robotics.
-
E.
Yolanda Soares
Yolanda Soares is a Portuguese soprano and crossover singer known for blending classical music with fado and other contemporary styles.
- 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_69b3454095ac81909c2494f7ff294af1 |
completed | March 12, 2026, 10:59 p.m. |
| NER | Named-entity recognition | batch_69b34f82b2688190bf4c581e13a9c4b9 |
completed | March 12, 2026, 11:42 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b5b78ffbf881909d59faae665abd36 |
completed | March 14, 2026, 7:31 p.m. |
| NEDg | Description generation | batch_69b5b89fe2b08190960a3deaceb75c85 |
completed | March 14, 2026, 7:36 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69b5b8ddaa9c8190bc7dc46593cbb8cd |
completed | March 14, 2026, 7:37 p.m. |
Created at: March 12, 2026, 11:06 p.m.