Triple
T16884419
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Chontales Department |
E421501
|
entity |
| Predicate | hasMunicipality |
P847
|
FINISHED |
| Object |
San Pedro de Lóvago
San Pedro de Lóvago is a municipality in central Nicaragua known for its rural character and agricultural-based local economy.
|
E1238980
|
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 Pedro de Lóvago | Statement: [Chontales Department, hasMunicipality, San Pedro de Lóvago]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: San Pedro de Lóvago Context triple: [Chontales Department, hasMunicipality, San Pedro de Lóvago]
-
A.
San Miguel de los Bancos
San Miguel de los Bancos is a small town and canton seat in Ecuador’s Andean region, known for its lush cloud forests and role as a gateway between Quito and the coastal lowlands.
-
B.
San Pedro Ayampuc
San Pedro Ayampuc is a municipality and town located near Guatemala City in the Guatemala Department of Guatemala.
-
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.
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.
-
E.
San José del Pacífico
San José del Pacífico is a small mountain village in Oaxaca, Mexico, renowned for its high-altitude cloud forests, panoramic views, and traditional use of psychedelic mushrooms.
- 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 Pedro de Lóvago Triple: [Chontales Department, hasMunicipality, San Pedro de Lóvago]
Generated description
San Pedro de Lóvago is a municipality in central Nicaragua known for its rural character and agricultural-based local economy.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: San Pedro de Lóvago Target entity description: San Pedro de Lóvago is a municipality in central Nicaragua known for its rural character and agricultural-based local economy.
-
A.
San Miguel de los Bancos
San Miguel de los Bancos is a small town and canton seat in Ecuador’s Andean region, known for its lush cloud forests and role as a gateway between Quito and the coastal lowlands.
-
B.
San Pedro Ayampuc
San Pedro Ayampuc is a municipality and town located near Guatemala City in the Guatemala Department of Guatemala.
-
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.
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.
-
E.
San José del Pacífico
San José del Pacífico is a small mountain village in Oaxaca, Mexico, renowned for its high-altitude cloud forests, panoramic views, and traditional use of psychedelic mushrooms.
- 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_69d889d470fc8190b4aec199636c0c56 |
completed | April 10, 2026, 5:25 a.m. |
| NER | Named-entity recognition | batch_69e3bbbf0cec819084216807601afad1 |
completed | April 18, 2026, 5:13 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a00c2baece88190ad9821219dff7e27 |
completed | May 10, 2026, 5:39 p.m. |
| NEDg | Description generation | batch_6a00c3719c88819080279147f9bc415e |
completed | May 10, 2026, 5:42 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a00c4850dec819085ae8b51c94c11e7 |
completed | May 10, 2026, 5:46 p.m. |
Created at: April 10, 2026, 5:29 a.m.