Triple
T10294302
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Machala |
E241443
|
entity |
| Predicate | locatedOn |
P40
|
FINISHED |
| Object | Gulf of Guayaquil |
E64353
|
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: Gulf of Guayaquil | Statement: [Machala, locatedOn, Gulf of Guayaquil]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Gulf of Guayaquil Context triple: [Machala, locatedOn, Gulf of Guayaquil]
-
A.
Gulf of Guayaquil
chosen
The Gulf of Guayaquil is a large Pacific Ocean inlet off the coast of Ecuador and northern Peru, serving as a major maritime gateway to the city of Guayaquil and an important hub for regional trade and biodiversity.
-
B.
Bahía de Caráquez
Bahía de Caráquez is a coastal city in western Ecuador known for its beaches, tourism, and location at the mouth of the Chone River on the Pacific Ocean.
-
C.
Gulf of Urabá
The Gulf of Urabá is a coastal inlet of the Caribbean Sea in northwestern Colombia, forming a key maritime gateway near the border with Panama.
-
D.
Gulf of Corcovado
The Gulf of Corcovado is a large body of water in southern Chile, known for its rich marine biodiversity and as a key habitat for blue whales and other cetaceans.
-
E.
Gulf of Venezuela
The Gulf of Venezuela is a shallow, strategically important inlet of the Caribbean Sea located between Venezuela and Colombia, serving as a key maritime route and connection to Lake Maracaibo’s oil-rich basin.
- 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_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. |
Created at: April 6, 2026, 11:42 a.m.