Triple

T10294608
Position Surface form Disambiguated ID Type / Status
Subject Coastal Region of Ecuador E241449 entity
Predicate hasPort P35 FINISHED
Object Port of Machala
The Port of Machala is a key Ecuadorian Pacific seaport known primarily for handling the export of bananas and other agricultural products from the El Oro province.
E862756 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: Port of Machala | Statement: [Coastal Region of Ecuador, hasPort, Port of Machala]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Port of Machala
Context triple: [Coastal Region of Ecuador, hasPort, Port of Machala]
  • A. Port of Esmeraldas
    The Port of Esmeraldas is a major Pacific seaport in northwestern Ecuador that serves as a key hub for the country’s oil exports and regional maritime trade.
  • B. Puerto de Salaverry
    Puerto de Salaverry is a major Peruvian Pacific seaport serving the city of Trujillo and the surrounding northern coastal region for commercial shipping and fishing activities.
  • C. Puerto Ayacucho
    Puerto Ayacucho is a Venezuelan city that serves as the capital of Amazonas state and a key gateway to the Amazon rainforest region.
  • D. Port of Manta
    The Port of Manta is a major Pacific seaport in Ecuador that serves as an important hub for commercial shipping, fishing, and regional maritime trade.
  • E. Port of Mejillones
    The Port of Mejillones is a major Chilean deep-water port on the Pacific coast that serves as a key hub for mining exports and maritime trade in the Antofagasta 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: Port of Machala
Triple: [Coastal Region of Ecuador, hasPort, Port of Machala]
Generated description
The Port of Machala is a key Ecuadorian Pacific seaport known primarily for handling the export of bananas and other agricultural products from the El Oro province.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Port of Machala
Target entity description: The Port of Machala is a key Ecuadorian Pacific seaport known primarily for handling the export of bananas and other agricultural products from the El Oro province.
  • A. Port of Esmeraldas
    The Port of Esmeraldas is a major Pacific seaport in northwestern Ecuador that serves as a key hub for the country’s oil exports and regional maritime trade.
  • B. Puerto de Salaverry
    Puerto de Salaverry is a major Peruvian Pacific seaport serving the city of Trujillo and the surrounding northern coastal region for commercial shipping and fishing activities.
  • C. Puerto Ayacucho
    Puerto Ayacucho is a Venezuelan city that serves as the capital of Amazonas state and a key gateway to the Amazon rainforest region.
  • D. Port of Manta
    The Port of Manta is a major Pacific seaport in Ecuador that serves as an important hub for commercial shipping, fishing, and regional maritime trade.
  • E. Port of Mejillones
    The Port of Mejillones is a major Chilean deep-water port on the Pacific coast that serves as a key hub for mining exports and maritime trade in the Antofagasta 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_69d381aaafc08190af475ef58dc16aba completed April 6, 2026, 9:49 a.m.
NER Named-entity recognition batch_69d4d2d5e0f88190be3e23ba2511a1e9 completed April 7, 2026, 9:48 a.m.
NED1 Entity disambiguation (via context triple) batch_69d87e40205c8190a4788e1db1f149d2 completed April 10, 2026, 4:36 a.m.
NEDg Description generation batch_69d8837e70508190b03e8983b2617eac completed April 10, 2026, 4:58 a.m.
NED2 Entity disambiguation (via description) batch_69d889cc40648190a1d80b955e676ea5 completed April 10, 2026, 5:25 a.m.
Created at: April 6, 2026, 11:42 a.m.