Triple

T14037754
Position Surface form Disambiguated ID Type / Status
Subject Luanda Province E337756 entity
Predicate hasMunicipality P847 FINISHED
Object Viana Municipality
Viana Municipality is an urban and industrial municipality within Angola’s Luanda Province, known for its rapid population growth and role as a major economic hub near the capital city.
E1075086 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: Viana Municipality | Statement: [Luanda Province, hasMunicipality, Viana Municipality]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Viana Municipality
Context triple: [Luanda Province, hasMunicipality, Viana Municipality]
  • A. Viana do Castelo Municipality
    Viana do Castelo Municipality is a local administrative region in northern Portugal, centered on the coastal city of Viana do Castelo and known for its maritime heritage and historic architecture.
  • B. Viseu Municipality
    Viseu Municipality is an administrative region and city in central Portugal known for its historical heritage, wine production, and role as the capital of the Viseu District.
  • C. Amarante Municipality
    Amarante Municipality is a local administrative region in northern Portugal known for its historic town, Romanesque bridge over the Tâmega River, and surrounding mountainous landscapes.
  • D. Arouca Municipality
    Arouca Municipality is a scenic local government area in northern Portugal known for its mountainous landscapes, the Arouca Geopark, and the famous Paiva Walkways.
  • E. Tondela Municipality
    Tondela Municipality is a local administrative region in central Portugal known for its rural landscapes, traditional villages, and proximity to the Caramulo mountain range.
  • 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: Viana Municipality
Triple: [Luanda Province, hasMunicipality, Viana Municipality]
Generated description
Viana Municipality is an urban and industrial municipality within Angola’s Luanda Province, known for its rapid population growth and role as a major economic hub near the capital city.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Viana Municipality
Target entity description: Viana Municipality is an urban and industrial municipality within Angola’s Luanda Province, known for its rapid population growth and role as a major economic hub near the capital city.
  • A. Viana do Castelo Municipality
    Viana do Castelo Municipality is a local administrative region in northern Portugal, centered on the coastal city of Viana do Castelo and known for its maritime heritage and historic architecture.
  • B. Viseu Municipality
    Viseu Municipality is an administrative region and city in central Portugal known for its historical heritage, wine production, and role as the capital of the Viseu District.
  • C. Amarante Municipality
    Amarante Municipality is a local administrative region in northern Portugal known for its historic town, Romanesque bridge over the Tâmega River, and surrounding mountainous landscapes.
  • D. Arouca Municipality
    Arouca Municipality is a scenic local government area in northern Portugal known for its mountainous landscapes, the Arouca Geopark, and the famous Paiva Walkways.
  • E. Tondela Municipality
    Tondela Municipality is a local administrative region in central Portugal known for its rural landscapes, traditional villages, and proximity to the Caramulo mountain range.
  • 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_69d81c664e48819088cbd8f433aeffe5 completed April 9, 2026, 9:38 p.m.
NER Named-entity recognition batch_69de30e312148190a6be0a3258364e6e completed April 14, 2026, 12:19 p.m.
NED1 Entity disambiguation (via context triple) batch_69fbc33bc20081909abea7e64d1bd578 completed May 6, 2026, 10:39 p.m.
NEDg Description generation batch_69fbc53729d081908b74532d2ed54b7a completed May 6, 2026, 10:48 p.m.
NED2 Entity disambiguation (via description) batch_69fbc5d76cdc8190970778580437cf72 completed May 6, 2026, 10:51 p.m.
Created at: April 9, 2026, 10:20 p.m.