Triple
T10294448
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Ambato |
E241446
|
entity |
| Predicate | isSeatOf |
P62
|
FINISHED |
| Object |
Ambato Canton
Ambato Canton is an administrative division in Ecuador’s Tungurahua Province, centered on the city of Ambato and known for its agricultural production and regional commerce.
|
E241446
|
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: Ambato Canton | Statement: [Ambato, isSeatOf, Ambato Canton]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Ambato Canton Context triple: [Ambato, isSeatOf, Ambato Canton]
-
A.
Ambato
Ambato is a major city in the central Andean region of Ecuador, known for its agricultural production, textile industry, and annual Festival of Fruits and Flowers.
-
B.
Rufisque
Rufisque is a coastal city in western Senegal that developed as an important Atlantic trading port and now forms part of the Dakar metropolitan area.
-
C.
Cilaos
Cilaos is a mountain town and spa resort on Réunion Island, known for its dramatic cirque landscape, hiking trails, and hot springs.
-
D.
Ribeauville
Ribeauville is a small French commune located in northern France within the administrative area of the Nord department.
-
E.
Kokopo
Kokopo is a coastal town in East New Britain Province of Papua New Guinea that became the provincial capital after the 1994 volcanic destruction of nearby Rabaul.
- 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: Ambato Canton Triple: [Ambato, isSeatOf, Ambato Canton]
Generated description
Ambato Canton is an administrative division in Ecuador’s Tungurahua Province, centered on the city of Ambato and known for its agricultural production and regional commerce.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Ambato Canton Target entity description: Ambato Canton is an administrative division in Ecuador’s Tungurahua Province, centered on the city of Ambato and known for its agricultural production and regional commerce.
-
A.
Ambato
chosen
Ambato is a major city in the central Andean region of Ecuador, known for its agricultural production, textile industry, and annual Festival of Fruits and Flowers.
-
B.
Rufisque
Rufisque is a coastal city in western Senegal that developed as an important Atlantic trading port and now forms part of the Dakar metropolitan area.
-
C.
Cilaos
Cilaos is a mountain town and spa resort on Réunion Island, known for its dramatic cirque landscape, hiking trails, and hot springs.
-
D.
Ribeauville
Ribeauville is a small French commune located in northern France within the administrative area of the Nord department.
-
E.
Kokopo
Kokopo is a coastal town in East New Britain Province of Papua New Guinea that became the provincial capital after the 1994 volcanic destruction of nearby Rabaul.
- F. None of above.
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_69d381aaafc08190af475ef58dc16aba |
completed | April 6, 2026, 9:49 a.m. |
| NER | Named-entity recognition | batch_69d4d2d5e0f88190be3e23ba2511a1e9 |
completed | April 7, 2026, 9:48 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d71d1c180481909ca9983e14cbb931 |
completed | April 9, 2026, 3:29 a.m. |
| NEDg | Description generation | batch_69d73182d7548190ac15093aa7001db7 |
completed | April 9, 2026, 4:56 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69d7336c06308190ac72154134a26842 |
completed | April 9, 2026, 5:04 a.m. |
Created at: April 6, 2026, 11:42 a.m.