Triple

T20511273
Position Surface form Disambiguated ID Type / Status
Subject Municipality of Chigorodó E503566 entity
Predicate hasRoadConnectionTo P11435 FINISHED
Object Urabá ports
The Urabá ports are a group of Caribbean seaports in Colombia’s Gulf of Urabá region that serve as key hubs for regional trade, especially for agricultural exports like bananas.
E1435448 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: Urabá ports | Statement: [Municipality of Chigorodó, hasRoadConnectionTo, Urabá ports]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Urabá ports
Context triple: [Municipality of Chigorodó, hasRoadConnectionTo, Urabá ports]
  • A. Port of Imbetiba
    The Port of Imbetiba is a coastal port facility in Macaé, Brazil, historically important for regional trade and now closely linked to the offshore oil and gas industry.
  • B. Puerto Armuelles
    Puerto Armuelles is a coastal Panamanian town on the Pacific Ocean known historically for its banana industry and port activities.
  • C. Port of La Unión
    The Port of La Unión is a major Pacific seaport in eastern El Salvador that serves as a key hub for regional maritime trade and transportation.
  • D. Port of Progreso
    The Port of Progreso is a major Gulf of Mexico seaport in Yucatán that serves as a key hub for regional trade, cruise tourism, and maritime access to southeastern Mexico.
  • E. Port of Açu
    Port of Açu is a large private industrial port complex in São João da Barra, Brazil, serving as a major hub for oil, mining, and logistics operations.
  • 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: Urabá ports
Triple: [Municipality of Chigorodó, hasRoadConnectionTo, Urabá ports]
Generated description
The Urabá ports are a group of Caribbean seaports in Colombia’s Gulf of Urabá region that serve as key hubs for regional trade, especially for agricultural exports like bananas.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Urabá ports
Target entity description: The Urabá ports are a group of Caribbean seaports in Colombia’s Gulf of Urabá region that serve as key hubs for regional trade, especially for agricultural exports like bananas.
  • A. Port of Imbetiba
    The Port of Imbetiba is a coastal port facility in Macaé, Brazil, historically important for regional trade and now closely linked to the offshore oil and gas industry.
  • B. Puerto Armuelles
    Puerto Armuelles is a coastal Panamanian town on the Pacific Ocean known historically for its banana industry and port activities.
  • C. Port of La Unión
    The Port of La Unión is a major Pacific seaport in eastern El Salvador that serves as a key hub for regional maritime trade and transportation.
  • D. Port of Progreso
    The Port of Progreso is a major Gulf of Mexico seaport in Yucatán that serves as a key hub for regional trade, cruise tourism, and maritime access to southeastern Mexico.
  • E. Port of Açu
    Port of Açu is a large private industrial port complex in São João da Barra, Brazil, serving as a major hub for oil, mining, and logistics operations.
  • 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_69e0b4b2aa788190ae9eb37c1d73b1f1 completed April 16, 2026, 10:06 a.m.
NER Named-entity recognition batch_69e69dcb8f5c8190b0d4c09f3669a8ec completed April 20, 2026, 9:42 p.m.
NED1 Entity disambiguation (via context triple) batch_6a089d36f4688190a084267f85744cc0 completed May 16, 2026, 4:37 p.m.
NEDg Description generation batch_6a089de26d548190882d6685aaa7f5fa completed May 16, 2026, 4:40 p.m.
NED2 Entity disambiguation (via description) batch_6a089e5c696881909d1d793b884464a1 completed May 16, 2026, 4:42 p.m.
Created at: April 16, 2026, 11:36 a.m.