Triple
T10787189
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Southern Province, Zambia |
E254479
|
entity |
| Predicate | containsDistrict |
P22582
|
FINISHED |
| Object |
Livingstone District
Livingstone District is an administrative district in southern Zambia that includes the city of Livingstone, a major tourism hub near Victoria Falls.
|
E885892
|
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: Livingstone District | Statement: [Southern Province, Zambia, containsDistrict, Livingstone District]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Livingstone District Context triple: [Southern Province, Zambia, containsDistrict, Livingstone District]
-
A.
Mwinilunga District
Mwinilunga District is a rural district in northwestern Zambia known for its lush forests, high rainfall, and location near the headwaters of major rivers including the Zambezi.
-
B.
Kariba District
Kariba District is an administrative district in northern Zimbabwe known for encompassing part of Lake Kariba and its surrounding communities within Mashonaland West Province.
-
C.
Chegutu District
Chegutu District is an administrative district in central northern Zimbabwe known for its agricultural activities and gold mining, with the town of Chegutu as its main urban center.
-
D.
Hurungwe District
Hurungwe District is a largely rural administrative district in northern Zimbabwe known for its agriculture, particularly tobacco and maize farming, and its location within Mashonaland West Province.
-
E.
Kasulu District
Kasulu District is an administrative district in western Tanzania known for its large rural population and proximity to the Burundi border.
- 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: Livingstone District Triple: [Southern Province, Zambia, containsDistrict, Livingstone District]
Generated description
Livingstone District is an administrative district in southern Zambia that includes the city of Livingstone, a major tourism hub near Victoria Falls.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Livingstone District Target entity description: Livingstone District is an administrative district in southern Zambia that includes the city of Livingstone, a major tourism hub near Victoria Falls.
-
A.
Mwinilunga District
Mwinilunga District is a rural district in northwestern Zambia known for its lush forests, high rainfall, and location near the headwaters of major rivers including the Zambezi.
-
B.
Kariba District
Kariba District is an administrative district in northern Zimbabwe known for encompassing part of Lake Kariba and its surrounding communities within Mashonaland West Province.
-
C.
Chegutu District
Chegutu District is an administrative district in central northern Zimbabwe known for its agricultural activities and gold mining, with the town of Chegutu as its main urban center.
-
D.
Hurungwe District
Hurungwe District is a largely rural administrative district in northern Zimbabwe known for its agriculture, particularly tobacco and maize farming, and its location within Mashonaland West Province.
-
E.
Kasulu District
Kasulu District is an administrative district in western Tanzania known for its large rural population and proximity to the Burundi border.
- 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_69d6aa609f008190a294200aefcb7bd5 |
completed | April 8, 2026, 7:20 p.m. |
| NER | Named-entity recognition | batch_69d732d5422481908d7ab833c6cbc879 |
completed | April 9, 2026, 5:02 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69de56199d088190938a72105540cf66 |
completed | April 14, 2026, 2:58 p.m. |
| NEDg | Description generation | batch_69de5eadb9448190bdf69711394e2ab7 |
completed | April 14, 2026, 3:35 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69de607917808190922df6521d7bfb07 |
completed | April 14, 2026, 3:42 p.m. |
Created at: April 8, 2026, 9:17 p.m.