Triple
T23270926
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Central District |
E588285
|
entity |
| Predicate | containsSubDistrict |
P109794
|
FINISHED |
| Object | Serowe-Palapye Subdistrict |
—
|
NE NERFINISHED |
How this triple was built (4 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: Serowe-Palapye Subdistrict | Statement: [Central District, containsSubDistrict, Serowe-Palapye Subdistrict]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Serowe-Palapye Subdistrict Context triple: [Central District, containsSubDistrict, Serowe-Palapye Subdistrict]
-
A.
Chirundu District
Chirundu District is an administrative district in southern Zambia located along the Zambezi River, known for its border town of Chirundu and proximity to major hydropower and wildlife areas.
-
B.
Namakwa District
Namakwa District is a sparsely populated administrative district in the Northern Cape province of South Africa, known for its dramatic semi-desert landscapes and spectacular spring wildflower displays.
-
C.
Manafwa District
Manafwa District is an administrative district in eastern Uganda known for its predominantly rural communities and agriculture-based economy.
-
D.
Hurungwe District
Hurungwe District is a largely rural administrative district in northern Zimbabwe known for its agriculture, particularly tobacco and maize farming, and its location within Mashonaland West Province.
-
E.
Mokhotlong District
Mokhotlong District is a mountainous administrative region in northeastern Lesotho that encompasses the area around Thabana Ntlenyana, the highest peak in Southern Africa.
- F. None of above. chosen
- G. Unsure - the case is ambiguous/there is not enough information to decide.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Serowe-Palapye Subdistrict Target entity description: Serowe-Palapye Subdistrict is an administrative subdivision in Botswana’s Central District that includes the major settlements of Serowe and Palapye.
-
A.
Chirundu District
Chirundu District is an administrative district in southern Zambia located along the Zambezi River, known for its border town of Chirundu and proximity to major hydropower and wildlife areas.
-
B.
Namakwa District
Namakwa District is a sparsely populated administrative district in the Northern Cape province of South Africa, known for its dramatic semi-desert landscapes and spectacular spring wildflower displays.
-
C.
Manafwa District
Manafwa District is an administrative district in eastern Uganda known for its predominantly rural communities and agriculture-based economy.
-
D.
Hurungwe District
Hurungwe District is a largely rural administrative district in northern Zimbabwe known for its agriculture, particularly tobacco and maize farming, and its location within Mashonaland West Province.
-
E.
Mokhotlong District
Mokhotlong District is a mountainous administrative region in northeastern Lesotho that encompasses the area around Thabana Ntlenyana, the highest peak in Southern Africa.
- F. None of above. chosen
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: containsSubDistrict Context triple: [Central District, containsSubDistrict, Serowe-Palapye Subdistrict]
-
A.
subdistrictIn
Indicates that one administrative subdistrict is geographically or jurisdictionally contained within a larger district or region.
-
B.
subdistrictOf
chosen
Indicates that one administrative subdistrict is geographically and politically contained within, and is a part of, a larger district.
-
C.
isInnerDistrictOf
Indicates that one district is geographically or administratively located within and subordinate to another, larger district.
-
D.
hasNumberOfSubdistricts
Indicates the relationship specifying how many subdistricts are associated with a given entity.
-
E.
containsDistrictMunicipality
Indicates that an administrative region includes one or more district municipalities within its boundaries.
- 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_69e25d148adc819088efbf42672604e9 |
completed | April 17, 2026, 4:17 p.m. |
| NER | Named-entity recognition | batch_69f1957418fc819085ee528622e0c6de |
completed | April 29, 2026, 5:21 a.m. |
| PD | Predicate disambiguation | batch_69effcecabd88190856fb6e1d993e4dd |
completed | April 28, 2026, 12:18 a.m. |
Created at: April 17, 2026, 4:45 p.m.