Triple
T16313189
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Mopani Copper Mines |
E396107
|
entity |
| Predicate | partOfIndustryCluster |
P15824
|
FINISHED |
| Object | Zambian Copperbelt |
E1194938
|
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: Zambian Copperbelt | Statement: [Mopani Copper Mines, partOfIndustryCluster, Zambian Copperbelt]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Zambian Copperbelt Context triple: [Mopani Copper Mines, partOfIndustryCluster, Zambian Copperbelt]
-
A.
Katanga Copperbelt
Katanga Copperbelt is a major copper- and cobalt-rich mining region in the southeastern Democratic Republic of the Congo, known for its extensive mineral deposits and large-scale industrial extraction.
-
B.
Copperbelt Province of Zambia
chosen
Copperbelt Province of Zambia is a mineral-rich region in northern Zambia that serves as the country’s primary copper-mining hub and a major center of industrial and urban development.
-
C.
Zimbabwe Midlands mining belt
The Zimbabwe Midlands mining belt is a mineral-rich region in central Zimbabwe known for its extensive gold and ferrochrome mining operations and numerous mining towns.
-
D.
Central Province, Zambia
Central Province, Zambia is an inland administrative region in central Zambia known for its mix of agricultural areas, mining activities, and major wildlife attractions such as Kafue National Park.
-
E.
Copperbelt Province
Copperbelt Province is a key mining and industrial region in northern Zambia, historically central to the country’s copper production and economic development.
- 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: partOfIndustryCluster Context triple: [Mopani Copper Mines, partOfIndustryCluster, Zambian Copperbelt]
-
A.
isPartOfEconomicCluster
chosen
Indicates that an entity belongs to, or is included within, a larger economic cluster or grouping based on economic relationships or activities.
-
B.
isPartOfIndustry
Indicates that one entity belongs to, operates within, or is categorized under a particular industry sector.
-
C.
partOfIndustrialRegion
Indicates that an entity is located within or belongs to a broader industrial region or industrially developed area.
-
D.
isPartOfIndustrialGroup
Indicates that one entity belongs to, or is a constituent member of, a larger industrial group or corporate conglomerate.
-
E.
containsIndustry
Indicates that one entity includes or encompasses a particular industry within its scope, structure, or operations.
- 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_69d87f23bb088190a16fbb91a1957ea5 |
completed | April 10, 2026, 4:40 a.m. |
| NER | Named-entity recognition | batch_69e288dc30f48190b508220429b66e92 |
completed | April 17, 2026, 7:24 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a0026044a5881908773e286fb1a6e3e |
completed | May 10, 2026, 6:30 a.m. |
| PD | Predicate disambiguation | batch_69e219fa5508819097e9d383348bf174 |
completed | April 17, 2026, 11:31 a.m. |
Created at: April 10, 2026, 5:06 a.m.