Triple
T12040011
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Bemba language |
E286634
|
entity |
| Predicate | region |
P40
|
FINISHED |
| Object |
Muchinga Province
Muchinga Province is an administrative region in northeastern Zambia known for its predominantly Bemba-speaking population and its mix of highland terrain, forests, and rural communities.
|
E972557
|
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: Muchinga Province | Statement: [Bemba language, region, Muchinga Province]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Muchinga Province Context triple: [Bemba language, region, Muchinga Province]
-
A.
Wayamba Province
Wayamba Province is one of the nine administrative provinces of Sri Lanka, located in the northwestern part of the country and known for its agriculture and coconut plantations.
-
B.
Nyanza Province
Nyanza Province was a former administrative region in southwestern Kenya, bordering Lake Victoria and known for its predominantly Luo population and fishing-based economy.
-
C.
Malanje Province
Malanje Province is a central Angolan province known for its Kimbundu-speaking population, agricultural importance, and natural attractions such as the Kalandula Falls.
-
D.
Luapula Province
Luapula Province is a region in northern Zambia known for its significant Bemba population, abundant rivers and lakes, and rich fishing and agricultural activities.
-
E.
Masvingo Province
Masvingo Province is a region in southeastern Zimbabwe known for encompassing the historic Great Zimbabwe ruins and the city of Masvingo.
- 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: Muchinga Province Triple: [Bemba language, region, Muchinga Province]
Generated description
Muchinga Province is an administrative region in northeastern Zambia known for its predominantly Bemba-speaking population and its mix of highland terrain, forests, and rural communities.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Muchinga Province Target entity description: Muchinga Province is an administrative region in northeastern Zambia known for its predominantly Bemba-speaking population and its mix of highland terrain, forests, and rural communities.
-
A.
Wayamba Province
Wayamba Province is one of the nine administrative provinces of Sri Lanka, located in the northwestern part of the country and known for its agriculture and coconut plantations.
-
B.
Nyanza Province
Nyanza Province was a former administrative region in southwestern Kenya, bordering Lake Victoria and known for its predominantly Luo population and fishing-based economy.
-
C.
Malanje Province
Malanje Province is a central Angolan province known for its Kimbundu-speaking population, agricultural importance, and natural attractions such as the Kalandula Falls.
-
D.
Luapula Province
Luapula Province is a region in northern Zambia known for its significant Bemba population, abundant rivers and lakes, and rich fishing and agricultural activities.
-
E.
Masvingo Province
Masvingo Province is a region in southeastern Zimbabwe known for encompassing the historic Great Zimbabwe ruins and the city of Masvingo.
- 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_69d6ab4669e48190b59246358b0383ab |
completed | April 8, 2026, 7:23 p.m. |
| NER | Named-entity recognition | batch_69d9040c1a6c8190aea1388e82dd8f5a |
completed | April 10, 2026, 2:07 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f60a613054819082f7900a6ba8fbf8 |
completed | May 2, 2026, 2:29 p.m. |
| NEDg | Description generation | batch_69f60d8456d881908b5647b77fc53780 |
completed | May 2, 2026, 2:43 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69f60e2c52b0819094c8e67286235400 |
completed | May 2, 2026, 2:46 p.m. |
Created at: April 8, 2026, 9:47 p.m.