Triple
T22193123
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Polokwane Local Municipality |
E548480
|
entity |
| Predicate | containsSettlement |
P847
|
FINISHED |
| Object | Ga-Molepo |
—
|
NE NERFINISHED |
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: Ga-Molepo | Statement: [Polokwane Local Municipality, containsSettlement, Ga-Molepo]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Ga-Molepo Context triple: [Polokwane Local Municipality, containsSettlement, Ga-Molepo]
-
A.
Ga-Mothapo
Ga-Mothapo is a village in the Limpopo province of South Africa that forms part of the rural settlements within the Polokwane area.
-
B.
Bophelong
Bophelong is a township in the Emfuleni area of Gauteng, South Africa, known as a residential community near the industrial city of Vanderbijlpark.
-
C.
Mochudi
Mochudi is a large village in southeastern Botswana that serves as a cultural and historical center of the Bakgatla people.
-
D.
Thohoyandou
Thohoyandou is a town in South Africa’s Limpopo province that serves as an administrative, commercial, and educational hub for the surrounding region.
-
E.
Keabetswe
Keabetswe is the given first name of Mokgweetsi Masisi, the president of Botswana.
- 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: Ga-Molepo Target entity description: Ga-Molepo is a rural settlement in the Limpopo province of South Africa, situated within the jurisdiction of the Polokwane Local Municipality.
-
A.
Ga-Mothapo
Ga-Mothapo is a village in the Limpopo province of South Africa that forms part of the rural settlements within the Polokwane area.
-
B.
Bophelong
Bophelong is a township in the Emfuleni area of Gauteng, South Africa, known as a residential community near the industrial city of Vanderbijlpark.
-
C.
Mochudi
Mochudi is a large village in southeastern Botswana that serves as a cultural and historical center of the Bakgatla people.
-
D.
Thohoyandou
Thohoyandou is a town in South Africa’s Limpopo province that serves as an administrative, commercial, and educational hub for the surrounding region.
-
E.
Keabetswe
Keabetswe is the given first name of Mokgweetsi Masisi, the president of Botswana.
- F. None of above. chosen
Provenance (2 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_69e11e3e0c7c8190b30d278845e2497e |
completed | April 16, 2026, 5:37 p.m. |
| NER | Named-entity recognition | batch_69f12ae552908190b38c3d765bcfb68a |
completed | April 28, 2026, 9:47 p.m. |
Created at: April 16, 2026, 8:35 p.m.