Triple

T16617554
Position Surface form Disambiguated ID Type / Status
Subject Pedro Pierluisi E403732 entity
Predicate spouse P13 FINISHED
Object María Eugenia Ferré Rangel
María Eugenia Ferré Rangel is a Puerto Rican business executive and media heiress from the prominent Ferré Rangel family, known for its leadership in the island’s newspaper and communications industry.
E1228566 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: María Eugenia Ferré Rangel | Statement: [Pedro Pierluisi, spouse, María Eugenia Ferré Rangel]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: María Eugenia Ferré Rangel
Context triple: [Pedro Pierluisi, spouse, María Eugenia Ferré Rangel]
  • A. María Eugenia Echeverría
    María Eugenia Echeverría is a notable individual who carries the Echeverría surname, recognized enough to be specifically cited as a bearer of the name.
  • B. Margarita Robles
    Margarita Robles is a Spanish judge and politician who has served as Spain’s Minister of Defence.
  • C. Mireya Moscoso
    Mireya Moscoso is a Panamanian politician who served as the first female President of Panama from 1999 to 2004.
  • D. Irene Frei Ruiz-Tagle
    Irene Frei Ruiz-Tagle is a member of the prominent Chilean Frei political family, known primarily as a daughter of former Chilean president Eduardo Frei Montalva.
  • E. Catalina Suárez Marcaida
    Catalina Suárez Marcaida was the first wife of Spanish conquistador Hernán Cortés, whose controversial death in Cuba preceded Cortés’s conquest of the Aztec Empire.
  • 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: María Eugenia Ferré Rangel
Triple: [Pedro Pierluisi, spouse, María Eugenia Ferré Rangel]
Generated description
María Eugenia Ferré Rangel is a Puerto Rican business executive and media heiress from the prominent Ferré Rangel family, known for its leadership in the island’s newspaper and communications industry.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: María Eugenia Ferré Rangel
Target entity description: María Eugenia Ferré Rangel is a Puerto Rican business executive and media heiress from the prominent Ferré Rangel family, known for its leadership in the island’s newspaper and communications industry.
  • A. María Eugenia Echeverría
    María Eugenia Echeverría is a notable individual who carries the Echeverría surname, recognized enough to be specifically cited as a bearer of the name.
  • B. Margarita Robles
    Margarita Robles is a Spanish judge and politician who has served as Spain’s Minister of Defence.
  • C. Mireya Moscoso
    Mireya Moscoso is a Panamanian politician who served as the first female President of Panama from 1999 to 2004.
  • D. Irene Frei Ruiz-Tagle
    Irene Frei Ruiz-Tagle is a member of the prominent Chilean Frei political family, known primarily as a daughter of former Chilean president Eduardo Frei Montalva.
  • E. Catalina Suárez Marcaida
    Catalina Suárez Marcaida was the first wife of Spanish conquistador Hernán Cortés, whose controversial death in Cuba preceded Cortés’s conquest of the Aztec Empire.
  • 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_69d883897eb481909eaaa088ba9918d9 completed April 10, 2026, 4:58 a.m.
NER Named-entity recognition batch_69e3754ac9dc8190965197024594742b completed April 18, 2026, 12:12 p.m.
NED1 Entity disambiguation (via context triple) batch_6a00918ae5f48190a85af2dfbe9708d4 completed May 10, 2026, 2:09 p.m.
NEDg Description generation batch_6a00920dd72c8190b30d4edd779e7029 completed May 10, 2026, 2:11 p.m.
NED2 Entity disambiguation (via description) batch_6a0092e322d08190862ae42a28c9e5cf completed May 10, 2026, 2:14 p.m.
Created at: April 10, 2026, 5:17 a.m.