Triple

T2242092
Position Surface form Disambiguated ID Type / Status
Subject Fernando Henrique Cardoso E49418 entity
Predicate spouse P13 FINISHED
Object Ruth Cardoso
Ruth Cardoso was a Brazilian anthropologist, academic, and influential First Lady known for her social programs and advocacy for civil society during Fernando Henrique Cardoso’s presidency.
E247806 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: Ruth Cardoso | Statement: [Fernando Henrique Cardoso, spouse, Ruth Cardoso]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Ruth Cardoso
Context triple: [Fernando Henrique Cardoso, spouse, Ruth Cardoso]
  • A. Jeanette Núñez
    Jeanette Núñez is an American politician and member of the Republican Party who has served in Florida state government, including leadership roles in the state legislature.
  • B. Claudia Castello
    Claudia Castello is a Brazilian film editor best known for her work on major feature films including the boxing drama "Creed."
  • C. Leia Maria Nadler
    Leia Maria Nadler is the wife of former United Nations Secretary-General Boutros Boutros-Ghali.
  • D. Elizabeth Avellán
    Elizabeth Avellán is a Venezuelan-American film producer known for co-founding Troublemaker Studios and producing many of Robert Rodriguez’s films.
  • E. Vida Goldstein
    Vida Goldstein was an Australian suffragist, social reformer, and pacifist leader who was one of the first women in the British Empire to stand for national parliament.
  • 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: Ruth Cardoso
Triple: [Fernando Henrique Cardoso, spouse, Ruth Cardoso]
Generated description
Ruth Cardoso was a Brazilian anthropologist, academic, and influential First Lady known for her social programs and advocacy for civil society during Fernando Henrique Cardoso’s presidency.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Ruth Cardoso
Target entity description: Ruth Cardoso was a Brazilian anthropologist, academic, and influential First Lady known for her social programs and advocacy for civil society during Fernando Henrique Cardoso’s presidency.
  • A. Jeanette Núñez
    Jeanette Núñez is an American politician and member of the Republican Party who has served in Florida state government, including leadership roles in the state legislature.
  • B. Claudia Castello
    Claudia Castello is a Brazilian film editor best known for her work on major feature films including the boxing drama "Creed."
  • C. Leia Maria Nadler
    Leia Maria Nadler is the wife of former United Nations Secretary-General Boutros Boutros-Ghali.
  • D. Elizabeth Avellán
    Elizabeth Avellán is a Venezuelan-American film producer known for co-founding Troublemaker Studios and producing many of Robert Rodriguez’s films.
  • E. Vida Goldstein
    Vida Goldstein was an Australian suffragist, social reformer, and pacifist leader who was one of the first women in the British Empire to stand for national parliament.
  • 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_69a88aa979788190ad6500f1d8eee2fc completed March 4, 2026, 7:40 p.m.
NER Named-entity recognition batch_69abc0c017548190a71fb4a0e2a8189f completed March 7, 2026, 6:08 a.m.
NED1 Entity disambiguation (via context triple) batch_69ae6b0eef98819083bede32490cba7e completed March 9, 2026, 6:39 a.m.
NEDg Description generation batch_69ae6bbccdb08190a73fd20a110219d9 completed March 9, 2026, 6:42 a.m.
NED2 Entity disambiguation (via description) batch_69ae6c3d07a08190a6221a33fd02f73e completed March 9, 2026, 6:44 a.m.
Created at: March 4, 2026, 7:47 p.m.