Triple

T10165331
Position Surface form Disambiguated ID Type / Status
Subject dependency theory E235191 entity
Predicate associatedWith P37 FINISHED
Object Enzo Faletto
Enzo Faletto was a Chilean sociologist and co-author of the influential work "Dependency and Development in Latin America," which helped shape dependency theory in the social sciences.
 E845698 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: Enzo Faletto | Statement: [dependency theory, associatedWith, Enzo Faletto]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Enzo Faletto
Context triple: [dependency theory, associatedWith, Enzo Faletto]
  • A. Enzo Serafin
    Enzo Serafin was an Italian cinematographer known for his expressive black-and-white photography in mid-20th-century European cinema.
  • B. Enzo Barboni
    Enzo Barboni was an Italian film director and screenwriter best known for his popular spaghetti western comedies, particularly those starring Terence Hill and Bud Spencer.
  • C. Enzo
    Enzo is an Italian given name commonly used as a standalone name and also as a diminutive or short form of longer names like Vincenzo or Lorenzo.
  • D. Roberto
    Roberto is a masculine given name commonly used in Romance-language countries, equivalent to the English name Robert.
  • E. Fabio
    Fabio is the birth name of Pope Alexander VII, the 17th-century head of the Catholic Church and ruler of the Papal States.
  • 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: Enzo Faletto
Triple: [dependency theory, associatedWith, Enzo Faletto]
Generated description
Enzo Faletto was a Chilean sociologist and co-author of the influential work "Dependency and Development in Latin America," which helped shape dependency theory in the social sciences.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Enzo Faletto
Target entity description: Enzo Faletto was a Chilean sociologist and co-author of the influential work "Dependency and Development in Latin America," which helped shape dependency theory in the social sciences.
  • A. Enzo Serafin
    Enzo Serafin was an Italian cinematographer known for his expressive black-and-white photography in mid-20th-century European cinema.
  • B. Enzo Barboni
    Enzo Barboni was an Italian film director and screenwriter best known for his popular spaghetti western comedies, particularly those starring Terence Hill and Bud Spencer.
  • C. Enzo
    Enzo is an Italian given name commonly used as a standalone name and also as a diminutive or short form of longer names like Vincenzo or Lorenzo.
  • D. Roberto
    Roberto is a masculine given name commonly used in Romance-language countries, equivalent to the English name Robert.
  • E. Fabio
    Fabio is the birth name of Pope Alexander VII, the 17th-century head of the Catholic Church and ruler of the Papal States.
  • 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_69d300d672fc8190ad5b937d02a737fd completed April 6, 2026, 12:39 a.m.
NEDg Description generation batch_69d30254aabc8190966a4398c59a851e completed April 6, 2026, 12:46 a.m.
NED2 Entity disambiguation (via description) batch_69d30305924c8190998cbefa372dca9a completed April 6, 2026, 12:49 a.m.
Created at: March 30, 2026, 9:10 p.m.