Triple
T16381775
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Oshakati |
E397822
|
entity |
| Predicate | hasLocalGovernment |
P2820
|
FINISHED |
| Object |
Oshakati Town Council
Oshakati Town Council is the municipal governing body responsible for administering and providing local services in the town of Oshakati, Namibia.
|
E1209554
|
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: Oshakati Town Council | Statement: [Oshakati, hasLocalGovernment, Oshakati Town Council]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Oshakati Town Council Context triple: [Oshakati, hasLocalGovernment, Oshakati Town Council]
-
A.
Babati Town Council
Babati Town Council is the local government authority responsible for administering and providing public services to the urban area of Babati in northern Tanzania.
-
B.
Shurugwi Town Council
Shurugwi Town Council is the local municipal authority responsible for administering and providing public services in the town of Shurugwi, Zimbabwe.
-
C.
Nakasongola Town Council
Nakasongola Town Council is the local administrative authority responsible for managing and providing municipal services in Nakasongola, Uganda.
-
D.
Senaki Municipal Council
Senaki Municipal Council is the local representative and decision-making body responsible for municipal governance and administration in the city and municipality of Senaki, Georgia.
-
E.
Mpanda Town Council
Mpanda Town Council is the local government authority responsible for administering and providing public services in the urban area of Mpanda in western Tanzania.
- 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: Oshakati Town Council Triple: [Oshakati, hasLocalGovernment, Oshakati Town Council]
Generated description
Oshakati Town Council is the municipal governing body responsible for administering and providing local services in the town of Oshakati, Namibia.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Oshakati Town Council Target entity description: Oshakati Town Council is the municipal governing body responsible for administering and providing local services in the town of Oshakati, Namibia.
-
A.
Babati Town Council
Babati Town Council is the local government authority responsible for administering and providing public services to the urban area of Babati in northern Tanzania.
-
B.
Shurugwi Town Council
Shurugwi Town Council is the local municipal authority responsible for administering and providing public services in the town of Shurugwi, Zimbabwe.
-
C.
Nakasongola Town Council
Nakasongola Town Council is the local administrative authority responsible for managing and providing municipal services in Nakasongola, Uganda.
-
D.
Senaki Municipal Council
Senaki Municipal Council is the local representative and decision-making body responsible for municipal governance and administration in the city and municipality of Senaki, Georgia.
-
E.
Mpanda Town Council
Mpanda Town Council is the local government authority responsible for administering and providing public services in the urban area of Mpanda in western Tanzania.
- 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_69d87f2880b48190ae1a9673a3bbef80 |
completed | April 10, 2026, 4:40 a.m. |
| NER | Named-entity recognition | batch_69e319dd0e0c8190812bde6a2f7d9644 |
completed | April 18, 2026, 5:42 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a0035689ef08190ba980a359498ca56 |
completed | May 10, 2026, 7:36 a.m. |
| NEDg | Description generation | batch_6a00363c50848190a6a3d692cbe07cd0 |
completed | May 10, 2026, 7:39 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a0036e53f2c81908f04a5e51870040c |
completed | May 10, 2026, 7:42 a.m. |
Created at: April 10, 2026, 5:08 a.m.