Triple
T17846978
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Central Valley (Costa Rica) |
E445688
|
entity |
| Predicate | hasMajorCity |
P316
|
FINISHED |
| Object |
San Pablo de Heredia
San Pablo de Heredia is a small urban municipality in Costa Rica’s Heredia province, located within the country’s populous Central Valley metropolitan area.
|
E1290600
|
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: San Pablo de Heredia | Statement: [Central Valley (Costa Rica), hasMajorCity, San Pablo de Heredia]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: San Pablo de Heredia Context triple: [Central Valley (Costa Rica), hasMajorCity, San Pablo de Heredia]
-
A.
Alajuela Canton
Alajuela Canton is an important administrative and urban center in Costa Rica, encompassing the city of Alajuela and surrounding areas known for agriculture and growing suburban development.
-
B.
Alajuela Province
Alajuela Province is a region in north-central Costa Rica known for its agricultural production, volcanic landscapes, and popular ecotourism destinations.
-
C.
Alajuelita
Alajuelita is a canton and urban community in Costa Rica known for its proximity to the capital, San José, and its prominent hilltop Christ the Redeemer statue overlooking the Central Valley.
-
D.
San José de las Lajas
San José de las Lajas is a Cuban city that serves as the capital of Mayabeque Province and an important agricultural and industrial center near Havana.
-
E.
San José, Costa Rica
San José, Costa Rica is the capital and largest city of Costa Rica, serving as the country’s political, economic, and cultural center.
- 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: San Pablo de Heredia Triple: [Central Valley (Costa Rica), hasMajorCity, San Pablo de Heredia]
Generated description
San Pablo de Heredia is a small urban municipality in Costa Rica’s Heredia province, located within the country’s populous Central Valley metropolitan area.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: San Pablo de Heredia Target entity description: San Pablo de Heredia is a small urban municipality in Costa Rica’s Heredia province, located within the country’s populous Central Valley metropolitan area.
-
A.
Alajuela Canton
Alajuela Canton is an important administrative and urban center in Costa Rica, encompassing the city of Alajuela and surrounding areas known for agriculture and growing suburban development.
-
B.
Alajuela Province
Alajuela Province is a region in north-central Costa Rica known for its agricultural production, volcanic landscapes, and popular ecotourism destinations.
-
C.
Alajuelita
Alajuelita is a canton and urban community in Costa Rica known for its proximity to the capital, San José, and its prominent hilltop Christ the Redeemer statue overlooking the Central Valley.
-
D.
San José de las Lajas
San José de las Lajas is a Cuban city that serves as the capital of Mayabeque Province and an important agricultural and industrial center near Havana.
-
E.
San José, Costa Rica
San José, Costa Rica is the capital and largest city of Costa Rica, serving as the country’s political, economic, and cultural center.
- 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_69d8b9f26f18819089c9e43250bee6ae |
completed | April 10, 2026, 8:50 a.m. |
| NER | Named-entity recognition | batch_69e48ffb35248190a80a428686e06d87 |
completed | April 19, 2026, 8:19 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a0307039ae881909222fcc9827735d2 |
completed | May 12, 2026, 10:54 a.m. |
| NEDg | Description generation | batch_6a0307db9948819099bdf6f3b36893dd |
completed | May 12, 2026, 10:58 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a030862678881908da2ffe271723572 |
completed | May 12, 2026, 11 a.m. |
Created at: April 10, 2026, 10:16 a.m.