Triple

T19649948
Position Surface form Disambiguated ID Type / Status
Subject Norberto E471782 entity
Predicate hasNotableBearer P458 FINISHED
Object Norberto Höfling
Norberto Höfling was a Romanian footballer and coach known for his successful managerial career in European club football, particularly in Belgium.
E1389076 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: Norberto Höfling | Statement: [Norberto, hasNotableBearer, Norberto Höfling]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Norberto Höfling
Context triple: [Norberto, hasNotableBearer, Norberto Höfling]
  • A. Aloísio Lorscheider
    Aloísio Lorscheider was a Brazilian Franciscan cardinal and influential leader in the Catholic Church, known for his progressive stance and prominent role in Latin American ecclesial affairs.
  • B. Adolpho Leirner
    Adolpho Leirner is a Brazilian art collector and patron best known for his significant collection of Brazilian concrete and neoconcrete art.
  • C. Fernando Stutz
    Fernando Stutz is a film editor best known for his work on the biographical drama "The Two Popes."
  • D. José Tomás Boves
    José Tomás Boves was a ruthless royalist caudillo of the Venezuelan War of Independence, notorious for leading llanero forces in brutal campaigns against the patriot revolutionaries.
  • E. Teodoro Schmidt
    Teodoro Schmidt is a coastal municipality in southern Chile’s Araucanía Region, known for its rural landscape and Mapuche cultural presence.
  • 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: Norberto Höfling
Triple: [Norberto, hasNotableBearer, Norberto Höfling]
Generated description
Norberto Höfling was a Romanian footballer and coach known for his successful managerial career in European club football, particularly in Belgium.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Norberto Höfling
Target entity description: Norberto Höfling was a Romanian footballer and coach known for his successful managerial career in European club football, particularly in Belgium.
  • A. Aloísio Lorscheider
    Aloísio Lorscheider was a Brazilian Franciscan cardinal and influential leader in the Catholic Church, known for his progressive stance and prominent role in Latin American ecclesial affairs.
  • B. Adolpho Leirner
    Adolpho Leirner is a Brazilian art collector and patron best known for his significant collection of Brazilian concrete and neoconcrete art.
  • C. Fernando Stutz
    Fernando Stutz is a film editor best known for his work on the biographical drama "The Two Popes."
  • D. José Tomás Boves
    José Tomás Boves was a ruthless royalist caudillo of the Venezuelan War of Independence, notorious for leading llanero forces in brutal campaigns against the patriot revolutionaries.
  • E. Teodoro Schmidt
    Teodoro Schmidt is a coastal municipality in southern Chile’s Araucanía Region, known for its rural landscape and Mapuche cultural presence.
  • 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_69d8e51395348190ac1416d46dfc6db0 completed April 10, 2026, 11:54 a.m.
NER Named-entity recognition batch_69e641286bbc8190886f309de13063bf completed April 20, 2026, 3:07 p.m.
NED1 Entity disambiguation (via context triple) batch_6a0787b50c708190aabd4bec354f08f7 completed May 15, 2026, 8:53 p.m.
NEDg Description generation batch_6a078cd696a481908743f0ee242945b1 completed May 15, 2026, 9:15 p.m.
NED2 Entity disambiguation (via description) batch_6a078d2ecf308190a6a7737a237cba9d completed May 15, 2026, 9:16 p.m.
Created at: April 10, 2026, 1:44 p.m.