Triple

T12313102
Position Surface form Disambiguated ID Type / Status
Subject Amparo E293530 entity
Predicate locatedInMicroregion P64798 FINISHED
Object Amparo microregion
Amparo microregion is a statistical and administrative subdivision in the state of São Paulo, Brazil, encompassing the municipality of Amparo and surrounding areas for regional planning and analysis.
E976482 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: Amparo microregion | Statement: [Amparo, locatedInMicroregion, Amparo microregion]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Amparo microregion
Context triple: [Amparo, locatedInMicroregion, Amparo microregion]
  • A. Mamanguape microregion
    The Mamanguape microregion is an administrative and statistical subdivision in the state of Paraíba, Brazil, centered around the town of Mamanguape and encompassing several nearby municipalities.
  • B. La Quemada region
    La Quemada region is a pre-Columbian cultural area in north-central Mexico known for its monumental hilltop ruins and role as a southern frontier zone of the Oasisamerica cultural sphere.
  • C. Chiquitos region
    The Chiquitos region is a historical area in eastern Bolivia known for its Jesuit mission towns, distinctive Chiquitano culture, and well-preserved colonial architecture.
  • D. Lagunera region
    The Lagunera region is an industrial and agricultural area in north-central Mexico centered around the cities of Torreón, Gómez Palacio, and Lerdo, known especially for cotton production and dairy farming.
  • E. Region of Los Ríos
    The Region of Los Ríos is a subregion of the Mexican state of Tabasco known for its tropical climate, rich river systems, and proximity to the border with Guatemala.
  • 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: Amparo microregion
Triple: [Amparo, locatedInMicroregion, Amparo microregion]
Generated description
Amparo microregion is a statistical and administrative subdivision in the state of São Paulo, Brazil, encompassing the municipality of Amparo and surrounding areas for regional planning and analysis.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Amparo microregion
Target entity description: Amparo microregion is a statistical and administrative subdivision in the state of São Paulo, Brazil, encompassing the municipality of Amparo and surrounding areas for regional planning and analysis.
  • A. Mamanguape microregion
    The Mamanguape microregion is an administrative and statistical subdivision in the state of Paraíba, Brazil, centered around the town of Mamanguape and encompassing several nearby municipalities.
  • B. La Quemada region
    La Quemada region is a pre-Columbian cultural area in north-central Mexico known for its monumental hilltop ruins and role as a southern frontier zone of the Oasisamerica cultural sphere.
  • C. Chiquitos region
    The Chiquitos region is a historical area in eastern Bolivia known for its Jesuit mission towns, distinctive Chiquitano culture, and well-preserved colonial architecture.
  • D. Lagunera region
    The Lagunera region is an industrial and agricultural area in north-central Mexico centered around the cities of Torreón, Gómez Palacio, and Lerdo, known especially for cotton production and dairy farming.
  • E. Region of Los Ríos
    The Region of Los Ríos is a subregion of the Mexican state of Tabasco known for its tropical climate, rich river systems, and proximity to the border with Guatemala.
  • 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_69d6ab6a2b50819082f6aedd32ed608a completed April 8, 2026, 7:24 p.m.
NER Named-entity recognition batch_69d93f03d3c88190baedffb83465bff8 completed April 10, 2026, 6:18 p.m.
NED1 Entity disambiguation (via context triple) batch_69f61e86d45881909a9a3c09df0b78f1 completed May 2, 2026, 3:55 p.m.
NEDg Description generation batch_69f622a646c481908164ae5387625bb4 completed May 2, 2026, 4:13 p.m.
NED2 Entity disambiguation (via description) batch_69f623f5aa608190bce3e62e08077216 completed May 2, 2026, 4:19 p.m.
Created at: April 8, 2026, 9:53 p.m.