Triple
T22542647
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Guaro |
E557333
|
entity |
| Predicate | inferredFrom |
P1661
|
FINISHED |
| Object |
user description: "Guaro is a small locality within Cueto Municipality, likely a rural community in a Spanish-speaking region."
Guaro is a small rural locality in the municipality of Cueto, situated in a Spanish-speaking region.
|
E1542525
|
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: user description: "Guaro is a small locality within Cueto Municipality, likely a rural community in a Spanish-speaking region." | Statement: [Guaro, inferredFrom, user description: "Guaro is a small locality within Cueto Municipality, likely a rural community in a Spanish-speaking region."]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: user description: "Guaro is a small locality within Cueto Municipality, likely a rural community in a Spanish-speaking region." Context triple: [Guaro, inferredFrom, user description: "Guaro is a small locality within Cueto Municipality, likely a rural community in a Spanish-speaking region."]
-
A.
Gurabo municipality
Gurabo municipality is an administrative region in Puerto Rico known for encompassing the town of Gurabo and its surrounding barrios, including Gurabo barrio-pueblo.
-
B.
Municipality of Guasca
The Municipality of Guasca is a Colombian Andean town in the department of Cundinamarca, known for its rural landscapes, cool climate, and proximity to important natural and water resources.
-
C.
municipality of Gurabo
The municipality of Gurabo is an administrative and political subdivision of Puerto Rico known for its suburban communities, local commerce, and role within the island’s central-eastern region.
-
D.
Badiraguato Municipality
Badiraguato Municipality is a rural municipality in the state of Sinaloa, Mexico, known for its mountainous terrain in the Sierra Madre Occidental and as the birthplace of several notorious drug cartel figures.
-
E.
Municipality of Gualaquiza
The Municipality of Gualaquiza is the local government authority responsible for administering public services, development, and regulations in the city and canton of Gualaquiza in Ecuador.
- 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: user description: "Guaro is a small locality within Cueto Municipality, likely a rural community in a Spanish-speaking region." Triple: [Guaro, inferredFrom, user description: "Guaro is a small locality within Cueto Municipality, likely a rural community in a Spanish-speaking region."]
Generated description
Guaro is a small rural locality in the municipality of Cueto, situated in a Spanish-speaking region.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: user description: "Guaro is a small locality within Cueto Municipality, likely a rural community in a Spanish-speaking region." Target entity description: Guaro is a small rural locality in the municipality of Cueto, situated in a Spanish-speaking region.
-
A.
Gurabo municipality
Gurabo municipality is an administrative region in Puerto Rico known for encompassing the town of Gurabo and its surrounding barrios, including Gurabo barrio-pueblo.
-
B.
Municipality of Guasca
The Municipality of Guasca is a Colombian Andean town in the department of Cundinamarca, known for its rural landscapes, cool climate, and proximity to important natural and water resources.
-
C.
municipality of Gurabo
The municipality of Gurabo is an administrative and political subdivision of Puerto Rico known for its suburban communities, local commerce, and role within the island’s central-eastern region.
-
D.
Badiraguato Municipality
Badiraguato Municipality is a rural municipality in the state of Sinaloa, Mexico, known for its mountainous terrain in the Sierra Madre Occidental and as the birthplace of several notorious drug cartel figures.
-
E.
Municipality of Gualaquiza
The Municipality of Gualaquiza is the local government authority responsible for administering public services, development, and regulations in the city and canton of Gualaquiza in Ecuador.
- 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_69e11e58662081909ae346ab384514ca |
completed | April 16, 2026, 5:37 p.m. |
| NER | Named-entity recognition | batch_69f15f330a40819098df6a9b0f27635e |
completed | April 29, 2026, 1:30 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a0b1de9005c8190865ce7c0042c073c |
completed | May 18, 2026, 2:10 p.m. |
| NEDg | Description generation | batch_6a0b2560f8b08190aaba573e06d38d55 |
completed | May 18, 2026, 2:42 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a0b2729328481908faf3f88acfc9de1 |
completed | May 18, 2026, 2:50 p.m. |
Created at: April 16, 2026, 8:51 p.m.