Triple

T5771877
Position Surface form Disambiguated ID Type / Status
Subject Mahlamba Ndlopfu E127348 entity
Predicate formerName P65 FINISHED
Object Libertas
Libertas was the former name of Mahlamba Ndlopfu, the official residence of the President of South Africa in Pretoria.
 E545214 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: Libertas | Statement: [Mahlamba Ndlopfu, formerName, Libertas]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Libertas
Context triple: [Mahlamba Ndlopfu, formerName, Libertas]
  • A. “Libertas”
    “Libertas” is the Latin motto meaning “freedom” that symbolized the civic ideals and political independence of the Republic of Florence.
  • B. Libertà
    "Libertà" is a popular Italian song performed by Romina Power as part of the duo Al Bano & Romina Power, known for its melodic style and themes of freedom.
  • C. Liber
    Liber is an ancient Roman god associated with viticulture, fertility, and freedom, often identified with the Greek god Dionysus.
  • D. Praesidium Libertatis
    Praesidium Libertatis is the Latin motto of Leiden University, traditionally translated as "Bastion of Freedom" and reflecting the institution’s historic role in defending liberty and intellectual independence.
  • E. Cívitas
    Cívitas is a Spanish real estate and urban development company known for its naming-rights sponsorship of Atlético Madrid’s Metropolitano Stadium.
  • 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: Libertas
Triple: [Mahlamba Ndlopfu, formerName, Libertas]
Generated description
Libertas was the former name of Mahlamba Ndlopfu, the official residence of the President of South Africa in Pretoria.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Libertas
Target entity description: Libertas was the former name of Mahlamba Ndlopfu, the official residence of the President of South Africa in Pretoria.
  • A. “Libertas”
    “Libertas” is the Latin motto meaning “freedom” that symbolized the civic ideals and political independence of the Republic of Florence.
  • B. Libertà
    "Libertà" is a popular Italian song performed by Romina Power as part of the duo Al Bano & Romina Power, known for its melodic style and themes of freedom.
  • C. Liber
    Liber is an ancient Roman god associated with viticulture, fertility, and freedom, often identified with the Greek god Dionysus.
  • D. Praesidium Libertatis
    Praesidium Libertatis is the Latin motto of Leiden University, traditionally translated as "Bastion of Freedom" and reflecting the institution’s historic role in defending liberty and intellectual independence.
  • E. Cívitas
    Cívitas is a Spanish real estate and urban development company known for its naming-rights sponsorship of Atlético Madrid’s Metropolitano Stadium.
  • 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_69c00834f6308190851b0abeddd8ed7e completed March 22, 2026, 3:18 p.m.
NER Named-entity recognition batch_69c029adda188190a5c26c363614145f completed March 22, 2026, 5:41 p.m.
NED1 Entity disambiguation (via context triple) batch_69c07e648aa881908411a00d48998ecc completed March 22, 2026, 11:42 p.m.
NEDg Description generation batch_69c089433c488190b617d0106ba5eba9 completed March 23, 2026, 12:28 a.m.
NED2 Entity disambiguation (via description) batch_69c0899063ec8190bb24d9f0d317ffa6 completed March 23, 2026, 12:30 a.m.
Created at: March 22, 2026, 3:50 p.m.