Triple
T13754029
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Bocas del Toro Province |
E330426
|
entity |
| Predicate | hasCity |
P316
|
FINISHED |
| Object |
Changuinola
Changuinola is a major town in western Panama known as an economic and transportation hub for the banana-growing Bocas del Toro region.
|
E1061687
|
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: Changuinola | Statement: [Bocas del Toro Province, hasCity, Changuinola]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Changuinola Context triple: [Bocas del Toro Province, hasCity, Changuinola]
-
A.
Vallehermoso
Vallehermoso is a rural municipality on the island of La Gomera in Spain’s Canary Islands, known for its rugged landscapes, traditional villages, and terraced agriculture.
-
B.
Vallehermoso
Vallehermoso is a coastal agricultural municipality in northern Negros Oriental in the Philippines, known for its rural landscapes and proximity to the Tanon Strait.
-
C.
Puerto Caicedo
Puerto Caicedo is a rural municipality in southern Colombia known for its location in the Amazonian foothills and its history of armed conflict and coca cultivation.
-
D.
San Juan de Urabá
San Juan de Urabá is a coastal municipality in northern Colombia known for its agricultural economy and location near the Gulf of Urabá in the Caribbean region.
-
E.
Bejucal
Bejucal is a Cuban town and municipality known for its historic role in the island’s early railway system and its traditional “Charangas de Bejucal” carnival festivities.
- 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: Changuinola Triple: [Bocas del Toro Province, hasCity, Changuinola]
Generated description
Changuinola is a major town in western Panama known as an economic and transportation hub for the banana-growing Bocas del Toro region.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Changuinola Target entity description: Changuinola is a major town in western Panama known as an economic and transportation hub for the banana-growing Bocas del Toro region.
-
A.
Vallehermoso
Vallehermoso is a rural municipality on the island of La Gomera in Spain’s Canary Islands, known for its rugged landscapes, traditional villages, and terraced agriculture.
-
B.
Vallehermoso
Vallehermoso is a coastal agricultural municipality in northern Negros Oriental in the Philippines, known for its rural landscapes and proximity to the Tanon Strait.
-
C.
Puerto Caicedo
Puerto Caicedo is a rural municipality in southern Colombia known for its location in the Amazonian foothills and its history of armed conflict and coca cultivation.
-
D.
San Juan de Urabá
San Juan de Urabá is a coastal municipality in northern Colombia known for its agricultural economy and location near the Gulf of Urabá in the Caribbean region.
-
E.
Bejucal
Bejucal is a Cuban town and municipality known for its historic role in the island’s early railway system and its traditional “Charangas de Bejucal” carnival festivities.
- 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_69d81c573f288190aa2403d484fa3d49 |
completed | April 9, 2026, 9:38 p.m. |
| NER | Named-entity recognition | batch_69de02179c948190a652cc8c586e418f |
completed | April 14, 2026, 9 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f7b06d9fd48190a10b86a0d68fac70 |
completed | May 3, 2026, 8:30 p.m. |
| NEDg | Description generation | batch_69f7b11b824881909ed068c7d608d956 |
completed | May 3, 2026, 8:33 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69f7b1e0ab948190a046a68aa5e029a6 |
completed | May 3, 2026, 8:36 p.m. |
Created at: April 9, 2026, 10:09 p.m.