Triple
T11579344
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Ughelli |
E274584
|
entity |
| Predicate | nearbyOilProducingArea |
P25373
|
FINISHED |
| Object | Niger Delta oil fields |
E10120
|
NE FINISHED |
How this triple was built (3 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: Niger Delta oil fields | Statement: [Ughelli, nearbyOilProducingArea, Niger Delta oil fields]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Niger Delta oil fields Context triple: [Ughelli, nearbyOilProducingArea, Niger Delta oil fields]
-
A.
Niger Delta
chosen
The Niger Delta is a vast, oil-rich coastal region in southern Nigeria known for its complex network of creeks and mangrove swamps, significant petroleum production, and associated environmental and social challenges.
-
B.
Campos Basin oil fields
The Campos Basin oil fields are a major offshore petroleum-producing region off the coast of Brazil, central to the country’s oil industry and economic development.
-
C.
Eastern Province oil fields
The Eastern Province oil fields are a major cluster of petroleum-producing sites in Saudi Arabia that form the core of the country’s vast oil industry.
-
D.
Nigeria LNG plant at Bonny Island
The Nigeria LNG plant at Bonny Island is a major liquefied natural gas production and export facility in Nigeria, playing a key role in the country’s gas monetization and global LNG supply.
-
E.
Bights of Benin and Biafra
The Bights of Benin and Biafra are two adjacent large embayments on the northern coast of the Gulf of Guinea in West Africa, historically significant as major hubs of Atlantic maritime trade, including the transatlantic slave trade.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: nearbyOilProducingArea Context triple: [Ughelli, nearbyOilProducingArea, Niger Delta oil fields]
-
A.
nearbyOilField
Indicates that one location is situated close to an oil field.
-
B.
nearbyGasFields
Indicates that one gas field is located close to another gas field in geographic space.
-
C.
hasNearbyOilField
chosen
Indicates that an entity is located close to or in the vicinity of an oil field.
-
D.
hasNearbyOilTown
Indicates that one location is situated close to a town whose economy or identity is significantly associated with oil production or refining.
-
E.
nearbyBasin
Indicates that one basin is located close to another basin in space.
- F. None of above.
Provenance (4 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_69d6aae5ac3c81908d2b0a3a665665b2 |
completed | April 8, 2026, 7:22 p.m. |
| NER | Named-entity recognition | batch_69d8904b46288190890ecafd6ceb0c3d |
completed | April 10, 2026, 5:53 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ee86cbd7988190a4960c5abbbf03a2 |
completed | April 26, 2026, 9:42 p.m. |
| PD | Predicate disambiguation | batch_69d85dcbacd0819094d4a1237055affa |
completed | April 10, 2026, 2:17 a.m. |
Created at: April 8, 2026, 9:38 p.m.