Triple
T14136058
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Copperbelt Province |
E350297
|
entity |
| Predicate | majorCity |
P316
|
FINISHED |
| Object |
Kalulushi
Kalulushi is a town in Zambia known for its copper mining activities and location within the country's industrial Copperbelt region.
|
E1083037
|
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: Kalulushi | Statement: [Copperbelt Province, majorCity, Kalulushi]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Kalulushi Context triple: [Copperbelt Province, majorCity, Kalulushi]
-
A.
Lukula
Lukula is a town located in the Kongo Central Province of the Democratic Republic of the Congo.
-
B.
Iluka
Iluka is a small coastal town in northern New South Wales, Australia, known for its beaches, fishing, and proximity to the Clarence River and Iluka Nature Reserve.
-
C.
Luanshya
Luanshya is a mining town in Zambia known for its copper production and role in the country’s Copperbelt region.
-
D.
Zangaléwa
Zangaléwa is a popular 1986 makossa song by the Cameroonian group Golden Sounds, widely known across Africa and later internationally after being adapted into Shakira’s World Cup anthem "Waka Waka (This Time for Africa)."
-
E.
Lugwere
Lugwere is a Bantu language spoken primarily by the Bagwere people in eastern Uganda.
- 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: Kalulushi Triple: [Copperbelt Province, majorCity, Kalulushi]
Generated description
Kalulushi is a town in Zambia known for its copper mining activities and location within the country's industrial Copperbelt region.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Kalulushi Target entity description: Kalulushi is a town in Zambia known for its copper mining activities and location within the country's industrial Copperbelt region.
-
A.
Lukula
Lukula is a town located in the Kongo Central Province of the Democratic Republic of the Congo.
-
B.
Iluka
Iluka is a small coastal town in northern New South Wales, Australia, known for its beaches, fishing, and proximity to the Clarence River and Iluka Nature Reserve.
-
C.
Luanshya
Luanshya is a mining town in Zambia known for its copper production and role in the country’s Copperbelt region.
-
D.
Zangaléwa
Zangaléwa is a popular 1986 makossa song by the Cameroonian group Golden Sounds, widely known across Africa and later internationally after being adapted into Shakira’s World Cup anthem "Waka Waka (This Time for Africa)."
-
E.
Lugwere
Lugwere is a Bantu language spoken primarily by the Bagwere people in eastern Uganda.
- 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_69d827865f608190b311820428ae027b |
completed | April 9, 2026, 10:26 p.m. |
| NER | Named-entity recognition | batch_69de610fb86c81909eb26bf9c13696ca |
completed | April 14, 2026, 3:45 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69fcf7e485fc8190aad0cce445aaec1a |
completed | May 7, 2026, 8:36 p.m. |
| NEDg | Description generation | batch_69fcfc4571f88190a7ddca8aac0951a8 |
completed | May 7, 2026, 8:55 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69fcfca211d88190a3186a1e65c39b98 |
completed | May 7, 2026, 8:57 p.m. |
Created at: April 10, 2026, 12:18 a.m.