Triple
T23130423
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Nzema East Municipal District |
E577150
|
entity |
| Predicate | hasNaturalResourceActivity |
P68054
|
FINISHED |
| Object | offshore oil |
—
|
LITERAL 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: offshore oil | Statement: [Nzema East Municipal District, hasNaturalResourceActivity, offshore oil]
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: hasNaturalResourceActivity Context triple: [Nzema East Municipal District, hasNaturalResourceActivity, offshore oil]
-
A.
hasNaturalResourceConstraint
Indicates that an entity is subject to limitations or restrictions arising from the availability, quality, or sustainability of natural resources.
-
B.
usesNaturalResource
Indicates that an entity makes use of a natural resource (such as water, minerals, or forests) to support its activities, processes, or functions.
-
C.
hasNaturalResourceHistory
Indicates that there exists a documented history or record of natural resource–related events, uses, or conditions associated with an entity.
-
D.
hasNaturalResourceRoute
Indicates that there is a route or pathway used for the transport or access of natural resources between entities.
-
E.
hasGeologicResource
chosen
Indicates that an entity possesses, contains, or is associated with a particular geologic resource.
- F. None of above.
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_69e245f7b0e481909c473ff4e6a54e2c |
completed | April 17, 2026, 2:38 p.m. |
| NER | Named-entity recognition | batch_69f18e87cd188190b466f7a4c9670e56 |
completed | April 29, 2026, 4:52 a.m. |
| PD | Predicate disambiguation | batch_69ef89f83b108190aaaa1db6221fc163 |
completed | April 27, 2026, 4:08 p.m. |
Created at: April 17, 2026, 4 p.m.