Triple

T10165332
Position Surface form Disambiguated ID Type / Status
Subject dependency theory E235191 entity
Predicate associatedWith P37 FINISHED
Object Theotonio dos Santos
Theotonio dos Santos was a Brazilian Marxist economist and sociologist known as one of the principal architects of dependency theory in Latin American social thought.
 E847975 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: Theotonio dos Santos | Statement: [dependency theory, associatedWith, Theotonio dos Santos]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Theotonio dos Santos
Context triple: [dependency theory, associatedWith, Theotonio dos Santos]
  • A. Edmundo Bettencourt
    Edmundo Bettencourt was a prominent Portuguese singer and guitarist renowned for his influential role in the development and interpretation of Fado de Coimbra.
  • B. Delmiro Gouveia
    Delmiro Gouveia is a municipality in northeastern Brazil known for its historical association with early industrial development and the pioneering entrepreneur Delmiro Augusto da Cruz Gouveia.
  • C. Henrique Alvim Corrêa
    Henrique Alvim Corrêa was a Brazilian illustrator and painter best known for his dark, visionary artwork created for early editions of H.G. Wells’s science fiction.
  • D. Amílcar Falcão
    Amílcar Falcão is a Portuguese academic and pharmacist who serves as rector of the historic University of Coimbra.
  • E. Costa Pinheiro
    Costa Pinheiro was a Portuguese artist known for his contributions to contemporary painting and public art installations.
  • 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: Theotonio dos Santos
Triple: [dependency theory, associatedWith, Theotonio dos Santos]
Generated description
Theotonio dos Santos was a Brazilian Marxist economist and sociologist known as one of the principal architects of dependency theory in Latin American social thought.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Theotonio dos Santos
Target entity description: Theotonio dos Santos was a Brazilian Marxist economist and sociologist known as one of the principal architects of dependency theory in Latin American social thought.
  • A. Edmundo Bettencourt
    Edmundo Bettencourt was a prominent Portuguese singer and guitarist renowned for his influential role in the development and interpretation of Fado de Coimbra.
  • B. Delmiro Gouveia
    Delmiro Gouveia is a municipality in northeastern Brazil known for its historical association with early industrial development and the pioneering entrepreneur Delmiro Augusto da Cruz Gouveia.
  • C. Henrique Alvim Corrêa
    Henrique Alvim Corrêa was a Brazilian illustrator and painter best known for his dark, visionary artwork created for early editions of H.G. Wells’s science fiction.
  • D. Amílcar Falcão
    Amílcar Falcão is a Portuguese academic and pharmacist who serves as rector of the historic University of Coimbra.
  • E. Costa Pinheiro
    Costa Pinheiro was a Portuguese artist known for his contributions to contemporary painting and public art installations.
  • 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_69ca84ceafd0819085828600e11bed6b completed March 30, 2026, 2:12 p.m.
NER Named-entity recognition batch_69cdec6b96dc8190ae37d0d28e4c393b completed April 2, 2026, 4:11 a.m.
NED1 Entity disambiguation (via context triple) batch_69d32ac043f08190ba7f526d226d3c8c completed April 6, 2026, 3:38 a.m.
NEDg Description generation batch_69d32bab2f8481908daa099224d06ce1 completed April 6, 2026, 3:42 a.m.
NED2 Entity disambiguation (via description) batch_69d32bf5fa5881909e50cfc7442c09f4 completed April 6, 2026, 3:43 a.m.
Created at: March 30, 2026, 9:10 p.m.