Triple
T20627992
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Lugazi |
E506870
|
entity |
| Predicate | hasCompany |
P1287
|
FINISHED |
| Object |
Hima Cement (plant near Lugazi)
Hima Cement (plant near Lugazi) is a major cement manufacturing facility in central Uganda that supplies construction materials to domestic and regional markets.
|
E1440941
|
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: Hima Cement (plant near Lugazi) | Statement: [Lugazi, hasCompany, Hima Cement (plant near Lugazi)]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Hima Cement (plant near Lugazi) Context triple: [Lugazi, hasCompany, Hima Cement (plant near Lugazi)]
-
A.
Mufulira Mine
Mufulira Mine is a major copper mine in Zambia’s Copperbelt Province, historically one of the world’s largest underground copper producers.
-
B.
Jinja, Uganda
Jinja, Uganda is a major town in eastern Uganda known as a key industrial and tourism hub on the shores of Lake Victoria and near the source of the Nile River.
-
C.
Kigali Heights
Kigali Heights is a modern mixed-use commercial complex in Kigali, Rwanda, featuring offices, retail spaces, and restaurants in one of the city’s prime business districts.
-
D.
Mufulira
Mufulira is a mining town in northern Zambia known for its large copper mines and role in the country's Copperbelt region.
-
E.
Gwanda
Gwanda is a small Zimbabwean town that serves as an administrative and commercial hub in the country’s arid south, known historically for cattle ranching and gold mining.
- 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: Hima Cement (plant near Lugazi) Triple: [Lugazi, hasCompany, Hima Cement (plant near Lugazi)]
Generated description
Hima Cement (plant near Lugazi) is a major cement manufacturing facility in central Uganda that supplies construction materials to domestic and regional markets.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Hima Cement (plant near Lugazi) Target entity description: Hima Cement (plant near Lugazi) is a major cement manufacturing facility in central Uganda that supplies construction materials to domestic and regional markets.
-
A.
Mufulira Mine
Mufulira Mine is a major copper mine in Zambia’s Copperbelt Province, historically one of the world’s largest underground copper producers.
-
B.
Jinja, Uganda
Jinja, Uganda is a major town in eastern Uganda known as a key industrial and tourism hub on the shores of Lake Victoria and near the source of the Nile River.
-
C.
Kigali Heights
Kigali Heights is a modern mixed-use commercial complex in Kigali, Rwanda, featuring offices, retail spaces, and restaurants in one of the city’s prime business districts.
-
D.
Mufulira
Mufulira is a mining town in northern Zambia known for its large copper mines and role in the country's Copperbelt region.
-
E.
Gwanda
Gwanda is a small Zimbabwean town that serves as an administrative and commercial hub in the country’s arid south, known historically for cattle ranching and gold mining.
- 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_69e0b4bd4a0081908d4e97a590a33fb2 |
completed | April 16, 2026, 10:06 a.m. |
| NER | Named-entity recognition | batch_69e6abe645888190b639ebedc5b3041a |
completed | April 20, 2026, 10:42 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a08bb1fbaa48190a9299f137e3b3a62 |
completed | May 16, 2026, 6:44 p.m. |
| NEDg | Description generation | batch_6a08bbede37481909b842e99d4b29ed4 |
completed | May 16, 2026, 6:48 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a08bc6cc7a48190b6faba13514ec391 |
completed | May 16, 2026, 6:50 p.m. |
Created at: April 16, 2026, 11:42 a.m.