Triple
T4343165
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Managua Department |
E97833
|
entity |
| Predicate | hasMetropolitanArea |
P40
|
FINISHED |
| Object | Managua metropolitan area |
E17545
|
NE FINISHED |
How this triple was built (2 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: Managua metropolitan area | Statement: [Managua Department, hasMetropolitanArea, Managua metropolitan area]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Managua metropolitan area Context triple: [Managua Department, hasMetropolitanArea, Managua metropolitan area]
-
A.
Managua
chosen
Managua is the capital and largest city of Nicaragua, located on the southwestern shore of Lake Managua in Central America.
-
B.
Estelí
Estelí is a city in northern Nicaragua known for its tobacco production, cigar industry, and role as a commercial and cultural center in the region.
-
C.
Managua Department
Managua Department is an administrative region of Nicaragua that includes the nation’s capital city, Managua, and serves as its political and economic center.
-
D.
Juigalpa
Juigalpa is a city in central Nicaragua that serves as the capital of the Chontales Department and a regional hub for agriculture and cattle ranching.
-
E.
Samborondón metropolitan area
The Samborondón metropolitan area is a rapidly growing, affluent suburban and commercial zone adjacent to Guayaquil in Ecuador, known for its gated communities, shopping centers, and business developments.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (3 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_69b34548402c819085ab68b27c235a87 |
completed | March 12, 2026, 10:59 p.m. |
| NER | Named-entity recognition | batch_69b35188e71c8190a3e82fa8d959de94 |
completed | March 12, 2026, 11:51 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b627d762648190a48ffadc2dc2abba |
completed | March 15, 2026, 3:30 a.m. |
Created at: March 12, 2026, 11:14 p.m.