Triple

T19498291
Position Surface form Disambiguated ID Type / Status
Subject Cibao E487831 entity
Predicate hasMajorCity P316 FINISHED
Object Bonao
Bonao is a central Dominican Republic city known for its mining industry, agriculture, and role as a commercial hub in the Cibao region.
E1382055 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: Bonao | Statement: [Cibao, hasMajorCity, Bonao]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Bonao
Context triple: [Cibao, hasMajorCity, Bonao]
  • A. Aibonito
    Aibonito is a mountainous municipality in central Puerto Rico known for its cool climate and flower festival.
  • B. Higüey
    Higüey is a city in the eastern Dominican Republic known as a regional commercial center and a gateway to nearby resort areas like Punta Cana.
  • C. Baracoa
    Baracoa is a historic coastal city in eastern Cuba, known as the island’s oldest Spanish settlement and for its lush tropical landscape and cocoa production.
  • D. Puerto Plata
    Puerto Plata is a historic coastal city in the Dominican Republic known for its significant Afro-Dominican population, tourism, and role as a major port on the Atlantic coast.
  • E. San Francisco de Macorís
    San Francisco de Macorís is a major city in the Dominican Republic known as an important commercial and agricultural center in the country’s northeast region.
  • 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: Bonao
Triple: [Cibao, hasMajorCity, Bonao]
Generated description
Bonao is a central Dominican Republic city known for its mining industry, agriculture, and role as a commercial hub in the Cibao region.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Bonao
Target entity description: Bonao is a central Dominican Republic city known for its mining industry, agriculture, and role as a commercial hub in the Cibao region.
  • A. Aibonito
    Aibonito is a mountainous municipality in central Puerto Rico known for its cool climate and flower festival.
  • B. Higüey
    Higüey is a city in the eastern Dominican Republic known as a regional commercial center and a gateway to nearby resort areas like Punta Cana.
  • C. Baracoa
    Baracoa is a historic coastal city in eastern Cuba, known as the island’s oldest Spanish settlement and for its lush tropical landscape and cocoa production.
  • D. Puerto Plata
    Puerto Plata is a historic coastal city in the Dominican Republic known for its significant Afro-Dominican population, tourism, and role as a major port on the Atlantic coast.
  • E. San Francisco de Macorís
    San Francisco de Macorís is a major city in the Dominican Republic known as an important commercial and agricultural center in the country’s northeast region.
  • 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_69d8e8d9d1c88190b01cd78b8be49384 completed April 10, 2026, 12:11 p.m.
NER Named-entity recognition batch_69e63493232881909fc33fb84da3e1b5 completed April 20, 2026, 2:13 p.m.
NED1 Entity disambiguation (via context triple) batch_6a074e6eee448190b5cc552199e6d9b0 completed May 15, 2026, 4:48 p.m.
NEDg Description generation batch_6a074f9e45308190928cd2e018524985 completed May 15, 2026, 4:53 p.m.
NED2 Entity disambiguation (via description) batch_6a075066d5b48190843297c868e4d6df completed May 15, 2026, 4:57 p.m.
Created at: April 10, 2026, 1:40 p.m.