Triple

T6819316
Position Surface form Disambiguated ID Type / Status
Subject Chiriquí Province E156855 entity
Predicate hasCity P316 FINISHED
Object Puerto Armuelles
Puerto Armuelles is a coastal Panamanian town on the Pacific Ocean known historically for its banana industry and port activities.
E622576 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: Puerto Armuelles | Statement: [Chiriquí Province, hasCity, Puerto Armuelles]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Puerto Armuelles
Context triple: [Chiriquí Province, hasCity, Puerto Armuelles]
  • A. Port of Santa Marta
    The Port of Santa Marta is a major Colombian Caribbean seaport known for handling container, coal, and general cargo traffic and serving as a key hub for regional trade and tourism.
  • B. Port of Colón
    The Port of Colón is a major Caribbean seaport at the Atlantic entrance of the Panama Canal, serving as a key hub for international maritime trade and container transshipment.
  • C. Puerto Cortés
    Puerto Cortés is a major Honduran Caribbean port city known as one of Central America’s busiest and most important maritime hubs.
  • D. Puerto de La Ceiba
    Puerto de La Ceiba is the main maritime port serving the coastal Honduran city of La Ceiba, handling regional passenger and cargo traffic in the Caribbean.
  • E. Puerto Leguízamo
    Puerto Leguízamo is a remote Colombian town and river port in the Amazon basin, known as a key gateway to the country’s southern rainforest frontier.
  • 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: Puerto Armuelles
Triple: [Chiriquí Province, hasCity, Puerto Armuelles]
Generated description
Puerto Armuelles is a coastal Panamanian town on the Pacific Ocean known historically for its banana industry and port activities.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Puerto Armuelles
Target entity description: Puerto Armuelles is a coastal Panamanian town on the Pacific Ocean known historically for its banana industry and port activities.
  • A. Port of Santa Marta
    The Port of Santa Marta is a major Colombian Caribbean seaport known for handling container, coal, and general cargo traffic and serving as a key hub for regional trade and tourism.
  • B. Port of Colón
    The Port of Colón is a major Caribbean seaport at the Atlantic entrance of the Panama Canal, serving as a key hub for international maritime trade and container transshipment.
  • C. Puerto Cortés
    Puerto Cortés is a major Honduran Caribbean port city known as one of Central America’s busiest and most important maritime hubs.
  • D. Puerto de La Ceiba
    Puerto de La Ceiba is the main maritime port serving the coastal Honduran city of La Ceiba, handling regional passenger and cargo traffic in the Caribbean.
  • E. Puerto Leguízamo
    Puerto Leguízamo is a remote Colombian town and river port in the Amazon basin, known as a key gateway to the country’s southern rainforest frontier.
  • 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_69c688298a288190af3f285d57f76bbe completed March 27, 2026, 1:37 p.m.
NER Named-entity recognition batch_69c6d35781e88190a45d1386706d4422 completed March 27, 2026, 6:58 p.m.
NED1 Entity disambiguation (via context triple) batch_69c723e797908190bb0a2d22556b5906 completed March 28, 2026, 12:42 a.m.
NEDg Description generation batch_69c724e915dc8190a82b69939f78420d completed March 28, 2026, 12:46 a.m.
NED2 Entity disambiguation (via description) batch_69c728ddadd881909c2faa435031a635 completed March 28, 2026, 1:03 a.m.
Created at: March 27, 2026, 2:17 p.m.