Triple

T534573
Position Surface form Disambiguated ID Type / Status
Subject Charles IV of Spain E12297 entity
Predicate spouse P13 FINISHED
Object Maria Luisa of Parma
Maria Luisa of Parma was Queen consort of Spain and a politically influential Bourbon royal who played a prominent role at the court of her husband, King Charles IV.
E79588 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: Maria Luisa of Parma | Statement: [Charles IV of Spain, spouse, Maria Luisa of Parma]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Maria Luisa of Parma
Context triple: [Charles IV of Spain, spouse, Maria Luisa of Parma]
  • A. Maria Luisa of Savoy
    Maria Luisa of Savoy was a Queen consort of Spain and influential early 18th-century political figure at the Bourbon court, known for her support of her husband Philip V during the War of the Spanish Succession.
  • B. Regent Maria Christina of the Two Sicilies
    Regent Maria Christina of the Two Sicilies was a 19th-century Spanish queen consort and regent who governed on behalf of her daughter Isabella II during a crucial period of liberal reforms in Spain.
  • C. Marie Louise, Duchess of Parma
    Marie Louise, Duchess of Parma, was an Austrian archduchess and the second wife of Napoleon Bonaparte who later ruled Parma, Piacenza, and Guastalla in her own right.
  • D. Maria Theresa of Naples and Sicily
    Maria Theresa of Naples and Sicily was an 18th–19th century Bourbon princess who became Holy Roman Empress and Queen of the Habsburg dominions through her marriage to Emperor Francis II.
  • E. Queen Margherita of Savoy
    Queen Margherita of Savoy was the Queen consort of Italy as the wife of King Umberto I and a prominent royal figure associated with Italian unification and national identity.
  • 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: Maria Luisa of Parma
Triple: [Charles IV of Spain, spouse, Maria Luisa of Parma]
Generated description
Maria Luisa of Parma was Queen consort of Spain and a politically influential Bourbon royal who played a prominent role at the court of her husband, King Charles IV.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Maria Luisa of Parma
Target entity description: Maria Luisa of Parma was Queen consort of Spain and a politically influential Bourbon royal who played a prominent role at the court of her husband, King Charles IV.
  • A. Maria Luisa of Savoy
    Maria Luisa of Savoy was a Queen consort of Spain and influential early 18th-century political figure at the Bourbon court, known for her support of her husband Philip V during the War of the Spanish Succession.
  • B. Regent Maria Christina of the Two Sicilies
    Regent Maria Christina of the Two Sicilies was a 19th-century Spanish queen consort and regent who governed on behalf of her daughter Isabella II during a crucial period of liberal reforms in Spain.
  • C. Marie Louise, Duchess of Parma
    Marie Louise, Duchess of Parma, was an Austrian archduchess and the second wife of Napoleon Bonaparte who later ruled Parma, Piacenza, and Guastalla in her own right.
  • D. Maria Theresa of Naples and Sicily
    Maria Theresa of Naples and Sicily was an 18th–19th century Bourbon princess who became Holy Roman Empress and Queen of the Habsburg dominions through her marriage to Emperor Francis II.
  • E. Queen Margherita of Savoy
    Queen Margherita of Savoy was the Queen consort of Italy as the wife of King Umberto I and a prominent royal figure associated with Italian unification and national identity.
  • 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_69a4933208e88190891f5debab1b776d completed March 1, 2026, 7:27 p.m.
NER Named-entity recognition batch_69a494e202348190a6e5110109703a69 completed March 1, 2026, 7:34 p.m.
NED1 Entity disambiguation (via context triple) batch_69a56ee8472081908f3d3bed26a40aca completed March 2, 2026, 11:05 a.m.
NEDg Description generation batch_69a5714659dc8190aac2b41e4e149997 completed March 2, 2026, 11:15 a.m.
NED2 Entity disambiguation (via description) batch_69a571a98c208190872831a707419dc3 completed March 2, 2026, 11:16 a.m.
Created at: March 1, 2026, 7:32 p.m.