Triple
T10787188
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Southern Province, Zambia |
E254479
|
entity |
| Predicate | containsDistrict |
P22582
|
FINISHED |
| Object |
Choma District
Choma District is an administrative district in southern Zambia centered around the town of Choma, a regional hub for agriculture and trade.
|
E887226
|
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: Choma District | Statement: [Southern Province, Zambia, containsDistrict, Choma District]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Choma District Context triple: [Southern Province, Zambia, containsDistrict, Choma District]
-
A.
Wanica District
Wanica District is a populous administrative region in Suriname, known for its suburban communities near the capital and its significant Afro-Surinamese population.
-
B.
Bubi District
Bubi District is an administrative district in Matabeleland North Province in western Zimbabwe, known largely for its rural communities and mining activities.
-
C.
Gomba District
Gomba District is a rural administrative district in central Uganda known for its agriculture-based economy and scattered small trading centers.
-
D.
Chukha District
Chukha District is a southwestern district of Bhutan known for its strategic location near the Indian border and for hosting major hydropower projects that are vital to the country’s economy.
-
E.
Washuk District
Washuk District is an administrative district in Pakistan’s Balochistan province, known for its sparsely populated desert terrain and strategic location near the country’s western borders.
- 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: Choma District Triple: [Southern Province, Zambia, containsDistrict, Choma District]
Generated description
Choma District is an administrative district in southern Zambia centered around the town of Choma, a regional hub for agriculture and trade.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Choma District Target entity description: Choma District is an administrative district in southern Zambia centered around the town of Choma, a regional hub for agriculture and trade.
-
A.
Wanica District
Wanica District is a populous administrative region in Suriname, known for its suburban communities near the capital and its significant Afro-Surinamese population.
-
B.
Bubi District
Bubi District is an administrative district in Matabeleland North Province in western Zimbabwe, known largely for its rural communities and mining activities.
-
C.
Gomba District
Gomba District is a rural administrative district in central Uganda known for its agriculture-based economy and scattered small trading centers.
-
D.
Chukha District
Chukha District is a southwestern district of Bhutan known for its strategic location near the Indian border and for hosting major hydropower projects that are vital to the country’s economy.
-
E.
Washuk District
Washuk District is an administrative district in Pakistan’s Balochistan province, known for its sparsely populated desert terrain and strategic location near the country’s western borders.
- 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_69de84ddd6f48190a11eae9233d3ef9f |
completed | April 14, 2026, 6:18 p.m. |
| NEDg | Description generation | batch_69de8954500c81909b57c4f8007959aa |
completed | April 14, 2026, 6:37 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69de8f38e3048190b1acc81bb56fe165 |
completed | April 14, 2026, 7:02 p.m. |
Created at: April 8, 2026, 9:17 p.m.