Triple
T19609457
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Mfuwe |
E470690
|
entity |
| Predicate | locatedIn |
P40
|
FINISHED |
| Object |
Mambwe District
Mambwe District is an administrative district in Zambia’s Eastern Province, known for encompassing parts of South Luangwa National Park and serving as a key gateway for wildlife tourism.
|
E1388326
|
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: Mambwe District | Statement: [Mfuwe, locatedIn, Mambwe District]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Mambwe District Context triple: [Mfuwe, locatedIn, Mambwe District]
-
A.
Mudzi District
Mudzi District is a rural administrative district in northeastern Zimbabwe known for its border location with Mozambique and its largely subsistence-farming communities.
-
B.
Uzumba-Maramba-Pfungwe District
Uzumba-Maramba-Pfungwe District is a rural administrative district in northeastern Zimbabwe known for its communal farming areas and traditional Shona communities.
-
C.
Zvimba District
Zvimba District is an administrative district in northern Zimbabwe known for its rural communities, agriculture, and as the home area of former president Robert Mugabe.
-
D.
Chikomba District
Chikomba District is a rural administrative district in Zimbabwe’s Mashonaland East Province, with Chivhu as its main town and service center.
-
E.
Chongwe District
Chongwe District is an administrative district in Zambia’s Lusaka Province, located east of the capital and serving as a key transit area along the route toward the country’s eastern regions.
- 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: Mambwe District Triple: [Mfuwe, locatedIn, Mambwe District]
Generated description
Mambwe District is an administrative district in Zambia’s Eastern Province, known for encompassing parts of South Luangwa National Park and serving as a key gateway for wildlife tourism.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Mambwe District Target entity description: Mambwe District is an administrative district in Zambia’s Eastern Province, known for encompassing parts of South Luangwa National Park and serving as a key gateway for wildlife tourism.
-
A.
Mudzi District
Mudzi District is a rural administrative district in northeastern Zimbabwe known for its border location with Mozambique and its largely subsistence-farming communities.
-
B.
Uzumba-Maramba-Pfungwe District
Uzumba-Maramba-Pfungwe District is a rural administrative district in northeastern Zimbabwe known for its communal farming areas and traditional Shona communities.
-
C.
Zvimba District
Zvimba District is an administrative district in northern Zimbabwe known for its rural communities, agriculture, and as the home area of former president Robert Mugabe.
-
D.
Chikomba District
Chikomba District is a rural administrative district in Zimbabwe’s Mashonaland East Province, with Chivhu as its main town and service center.
-
E.
Chongwe District
Chongwe District is an administrative district in Zambia’s Lusaka Province, located east of the capital and serving as a key transit area along the route toward the country’s eastern regions.
- 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_69d8e510fa248190b7afb274a1d4cf73 |
completed | April 10, 2026, 11:54 a.m. |
| NER | Named-entity recognition | batch_69e640ca57a081909c05000fca52271f |
completed | April 20, 2026, 3:05 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a077eda88588190b45fe383a254578e |
completed | May 15, 2026, 8:15 p.m. |
| NEDg | Description generation | batch_6a077f979c048190b129a39ed0c02200 |
completed | May 15, 2026, 8:18 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a0780f798888190847de6b2951d879b |
completed | May 15, 2026, 8:24 p.m. |
Created at: April 10, 2026, 1:43 p.m.