Triple
T16356130
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Manzini |
E397182
|
entity |
| Predicate | governingBody |
P46
|
FINISHED |
| Object |
Manzini City Council
Manzini City Council is the local municipal authority responsible for administering and providing public services in the city of Manzini, Eswatini.
|
E1207927
|
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: Manzini City Council | Statement: [Manzini, governingBody, Manzini City Council]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Manzini City Council Context triple: [Manzini, governingBody, Manzini City Council]
-
A.
Masindi Municipal Council
Masindi Municipal Council is the local government authority responsible for administering and providing public services in the town of Masindi, Uganda.
-
B.
Mandla Municipal Council
Mandla Municipal Council is the local self-governing urban body responsible for administering and providing civic services in the town of Mandla, India.
-
C.
Msunduzi Municipality
Msunduzi Municipality is a local government authority in KwaZulu-Natal, South Africa, responsible for administering the city of Pietermaritzburg and its surrounding areas.
-
D.
Mongu Municipal Council
Mongu Municipal Council is the local government authority responsible for administering municipal services, development, and regulations in the town of Mongu, Zambia.
-
E.
Madibeng Local Municipality
Madibeng Local Municipality is a local government area in South Africa’s North West province, known for encompassing the town of Brits and surrounding mining and agricultural communities.
- 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: Manzini City Council Triple: [Manzini, governingBody, Manzini City Council]
Generated description
Manzini City Council is the local municipal authority responsible for administering and providing public services in the city of Manzini, Eswatini.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Manzini City Council Target entity description: Manzini City Council is the local municipal authority responsible for administering and providing public services in the city of Manzini, Eswatini.
-
A.
Masindi Municipal Council
Masindi Municipal Council is the local government authority responsible for administering and providing public services in the town of Masindi, Uganda.
-
B.
Mandla Municipal Council
Mandla Municipal Council is the local self-governing urban body responsible for administering and providing civic services in the town of Mandla, India.
-
C.
Msunduzi Municipality
Msunduzi Municipality is a local government authority in KwaZulu-Natal, South Africa, responsible for administering the city of Pietermaritzburg and its surrounding areas.
-
D.
Mongu Municipal Council
Mongu Municipal Council is the local government authority responsible for administering municipal services, development, and regulations in the town of Mongu, Zambia.
-
E.
Madibeng Local Municipality
Madibeng Local Municipality is a local government area in South Africa’s North West province, known for encompassing the town of Brits and surrounding mining and agricultural communities.
- 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_69d87f2778dc8190aa95c7572db127e6 |
completed | April 10, 2026, 4:40 a.m. |
| NER | Named-entity recognition | batch_69e2facf67e0819089a23ce6f5642fbe |
completed | April 18, 2026, 3:30 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a002dbaacd88190b2c90c5be2832307 |
completed | May 10, 2026, 7:03 a.m. |
| NEDg | Description generation | batch_6a002e92e840819080219d51dd6ddb34 |
completed | May 10, 2026, 7:06 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a002f171b588190b4690a28657fa76e |
completed | May 10, 2026, 7:09 a.m. |
Created at: April 10, 2026, 5:07 a.m.