Triple
T14625068
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Mufulira |
E343322
|
entity |
| Predicate | governingBody |
P46
|
FINISHED |
| Object |
Mufulira Municipal Council
Mufulira Municipal Council is the local government authority responsible for administering and providing municipal services in the town of Mufulira, Zambia.
|
E1109876
|
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: Mufulira Municipal Council | Statement: [Mufulira, governingBody, Mufulira Municipal Council]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Mufulira Municipal Council Context triple: [Mufulira, governingBody, Mufulira Municipal Council]
-
A.
Mufulira District
Mufulira District is an administrative district in Zambia’s Copperbelt Province, known for its significant copper mining activities and the town of Mufulira as its main urban center.
-
B.
Kitwe City Council
Kitwe City Council is the local government authority responsible for municipal administration and service delivery in the city of Kitwe, Zambia.
-
C.
Mubende District
Mubende District is an administrative district in central Uganda known for its agricultural activities and strategic location along major transport routes.
-
D.
Murehwa District
Murehwa District is an administrative district in northeastern Zimbabwe known for its rural communities, agriculture, and proximity to the capital, Harare.
-
E.
Lyantonde District
Lyantonde District is an administrative district in southern Uganda known for its location along the Kampala–Mbarara highway and its predominantly agricultural economy.
- 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: Mufulira Municipal Council Triple: [Mufulira, governingBody, Mufulira Municipal Council]
Generated description
Mufulira Municipal Council is the local government authority responsible for administering and providing municipal services in the town of Mufulira, Zambia.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Mufulira Municipal Council Target entity description: Mufulira Municipal Council is the local government authority responsible for administering and providing municipal services in the town of Mufulira, Zambia.
-
A.
Mufulira District
chosen
Mufulira District is an administrative district in Zambia’s Copperbelt Province, known for its significant copper mining activities and the town of Mufulira as its main urban center.
-
B.
Kitwe City Council
Kitwe City Council is the local government authority responsible for municipal administration and service delivery in the city of Kitwe, Zambia.
-
C.
Mubende District
Mubende District is an administrative district in central Uganda known for its agricultural activities and strategic location along major transport routes.
-
D.
Murehwa District
Murehwa District is an administrative district in northeastern Zimbabwe known for its rural communities, agriculture, and proximity to the capital, Harare.
-
E.
Lyantonde District
Lyantonde District is an administrative district in southern Uganda known for its location along the Kampala–Mbarara highway and its predominantly agricultural economy.
- F. None of above.
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_69d822dffc3c8190aa173b90761bffda |
completed | April 9, 2026, 10:06 p.m. |
| NER | Named-entity recognition | batch_69deb46a4a9081908472b0a542028a7f |
completed | April 14, 2026, 9:40 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69fdd5d0514081908c2bdc4fb77b1a7a |
completed | May 8, 2026, 12:23 p.m. |
| NEDg | Description generation | batch_69fdd8ec18b8819087da7a59f6a1fdb0 |
completed | May 8, 2026, 12:37 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69fdd9ed12588190988acdf68e3deb47 |
completed | May 8, 2026, 12:41 p.m. |
Created at: April 10, 2026, 1:26 a.m.