Triple
T14434531
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Kgatleng District |
E357923
|
entity |
| Predicate | hasSettlement |
P1068
|
FINISHED |
| Object |
Mmamashia
Mmamashia is a village in Botswana known for hosting key water infrastructure that supplies the capital, Gaborone, and surrounding areas.
|
E1108029
|
NE FINISHED |
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: Mmamashia | Statement: [Kgatleng District, hasSettlement, Mmamashia]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Mmamashia Context triple: [Kgatleng District, hasSettlement, Mmamashia]
-
A.
Mamfe
Mamfe is a town in western Cameroon known as an important local trade and transport hub near the Nigerian border.
-
B.
Mzembi
Mzembi is the surname of Walter Mzembi, a Zimbabwean politician who served as Minister of Tourism and Hospitality Industry.
-
C.
Moingwena
The Moingwena were a Native American group historically associated with the Illinois (Illiniwek) confederation in the central Mississippi River region.
-
D.
Mazvihwa
Mazvihwa is a rural area in central Zimbabwe known for its communal lands and traditional Shona communities.
-
E.
Motshegetsi
Motshegetsi is the full given name of Motsi Mabuse, the South African-born professional dancer and television personality.
- F. None of above. chosen
- G. Unsure - the case is ambiguous/there is not enough information to decide.
NEDg
Description generation
gpt-5.1
Instruction
Generate a one-sentence description of the target entity. You are given a context triple in the form (subject, predicate, object), where the object is the target entity. # Instructions Use the triple to infer relevant information about the entity. Describe the entity based on what is most defining, well-known. Avoid repeating the information from the triple, unless really essential. # Response Format Return only the sentence: "Description: [one-sentence description of the target entity]"
Input
Entity: Mmamashia Triple: [Kgatleng District, hasSettlement, Mmamashia]
Generated description
Mmamashia is a village in Botswana known for hosting key water infrastructure that supplies the capital, Gaborone, and surrounding areas.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Mmamashia Target entity description: Mmamashia is a village in Botswana known for hosting key water infrastructure that supplies the capital, Gaborone, and surrounding areas.
-
A.
Mamfe
Mamfe is a town in western Cameroon known as an important local trade and transport hub near the Nigerian border.
-
B.
Mzembi
Mzembi is the surname of Walter Mzembi, a Zimbabwean politician who served as Minister of Tourism and Hospitality Industry.
-
C.
Moingwena
The Moingwena were a Native American group historically associated with the Illinois (Illiniwek) confederation in the central Mississippi River region.
-
D.
Mazvihwa
Mazvihwa is a rural area in central Zimbabwe known for its communal lands and traditional Shona communities.
-
E.
Motshegetsi
Motshegetsi is the full given name of Motsi Mabuse, the South African-born professional dancer and television personality.
- F. None of above. chosen
Provenance (5 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_69d8279402a88190821ffa39ae15bccf |
completed | April 9, 2026, 10:26 p.m. |
| NER | Named-entity recognition | batch_69de91471a648190adb7b283a6a85c3e |
completed | April 14, 2026, 7:11 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69fd94a254f881908d9494d4602064ae |
completed | May 8, 2026, 7:45 a.m. |
| NEDg | Description generation | batch_69fd96d7fd008190bd55c7ffbb8b6f1a |
completed | May 8, 2026, 7:55 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69fd971d73b08190b1896a1d9985b589 |
completed | May 8, 2026, 7:56 a.m. |
Created at: April 10, 2026, 1:18 a.m.