Triple
T3222228
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | João Lourenço |
E67535
|
entity |
| Predicate | spouse |
P13
|
FINISHED |
| Object |
Ana Afonso Dias Lourenço
Ana Afonso Dias Lourenço is an Angolan economist and politician who has served as First Lady of Angola.
|
E337744
|
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: Ana Afonso Dias Lourenço | Statement: [João Lourenço, spouse, Ana Afonso Dias Lourenço]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Ana Afonso Dias Lourenço Context triple: [João Lourenço, spouse, Ana Afonso Dias Lourenço]
-
A.
Lourenço
Lourenço is a Portuguese-language surname commonly found in Lusophone countries such as Portugal, Brazil, and Angola.
-
B.
João Manuel Gonçalves Lourenço
João Manuel Gonçalves Lourenço is an Angolan politician and former defense minister who has served as the President of Angola since 2017.
-
C.
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.
-
D.
Fernando José Salgueiro Maia
Fernando José Salgueiro Maia was a key Portuguese army captain who became one of the central figures of the Carnation Revolution that ended the Estado Novo dictatorship in 1974.
-
E.
Alexandre Herculano
Alexandre Herculano was a 19th-century Portuguese historian, novelist, and politician, regarded as a key figure in the Romantic movement and the development of modern Portuguese historiography.
- 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: Ana Afonso Dias Lourenço Triple: [João Lourenço, spouse, Ana Afonso Dias Lourenço]
Generated description
Ana Afonso Dias Lourenço is an Angolan economist and politician who has served as First Lady of Angola.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Ana Afonso Dias Lourenço Target entity description: Ana Afonso Dias Lourenço is an Angolan economist and politician who has served as First Lady of Angola.
-
A.
Lourenço
Lourenço is a Portuguese-language surname commonly found in Lusophone countries such as Portugal, Brazil, and Angola.
-
B.
João Manuel Gonçalves Lourenço
chosen
João Manuel Gonçalves Lourenço is an Angolan politician and former defense minister who has served as the President of Angola since 2017.
-
C.
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.
-
D.
Fernando José Salgueiro Maia
Fernando José Salgueiro Maia was a key Portuguese army captain who became one of the central figures of the Carnation Revolution that ended the Estado Novo dictatorship in 1974.
-
E.
Alexandre Herculano
Alexandre Herculano was a 19th-century Portuguese historian, novelist, and politician, regarded as a key figure in the Romantic movement and the development of modern Portuguese historiography.
- F. None of above.
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_69ad858b8adc8190ad989712c87a476b |
completed | March 8, 2026, 2:19 p.m. |
| NER | Named-entity recognition | batch_69adae1845408190b3eccd791231c69c |
completed | March 8, 2026, 5:12 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b28e9479fc819092442f50d0b883f8 |
completed | March 12, 2026, 9:59 a.m. |
| NEDg | Description generation | batch_69b2966f189c8190bb56daea54be8a93 |
completed | March 12, 2026, 10:33 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69b2d6bf36988190b394766e9821047c |
completed | March 12, 2026, 3:07 p.m. |
Created at: March 8, 2026, 3:08 p.m.