Triple
T7792409
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Banda-Linda language |
E180211
|
entity |
| Predicate | hasAlternativeName |
P39
|
FINISHED |
| Object |
Linda Banda
Linda Banda is an alternative name for the Banda-Linda language, a Central Sudanic language spoken in parts of Central Africa.
|
E693895
|
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: Linda Banda | Statement: [Banda-Linda language, hasAlternativeName, Linda Banda]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Linda Banda Context triple: [Banda-Linda language, hasAlternativeName, Linda Banda]
-
A.
Joyce Banda
Joyce Banda is a Malawian politician who served as the country’s first female president from 2012 to 2014 and is known for her advocacy on women’s rights and good governance.
-
B.
Tindyebwa Agaba Wise
Tindyebwa Agaba Wise is a Rwandan-born British activist and former child soldier who became known for his work on human rights and refugee issues after being adopted by actress Emma Thompson.
-
C.
Hakainde Hichilema
Hakainde Hichilema is a Zambian businessman and politician who became the country’s president after long-time opposition leadership and multiple previous election bids.
-
D.
Edgar Lungu
Edgar Lungu is a Zambian politician and lawyer who served as the country’s president from 2015 to 2021.
-
E.
Florence Kasumba
Florence Kasumba is a Ugandan-German actress known for her roles in international film and television, including appearances in the Marvel Cinematic Universe and various high-profile German productions.
- 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: Linda Banda Triple: [Banda-Linda language, hasAlternativeName, Linda Banda]
Generated description
Linda Banda is an alternative name for the Banda-Linda language, a Central Sudanic language spoken in parts of Central Africa.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Linda Banda Target entity description: Linda Banda is an alternative name for the Banda-Linda language, a Central Sudanic language spoken in parts of Central Africa.
-
A.
Joyce Banda
Joyce Banda is a Malawian politician who served as the country’s first female president from 2012 to 2014 and is known for her advocacy on women’s rights and good governance.
-
B.
Tindyebwa Agaba Wise
Tindyebwa Agaba Wise is a Rwandan-born British activist and former child soldier who became known for his work on human rights and refugee issues after being adopted by actress Emma Thompson.
-
C.
Hakainde Hichilema
Hakainde Hichilema is a Zambian businessman and politician who became the country’s president after long-time opposition leadership and multiple previous election bids.
-
D.
Edgar Lungu
Edgar Lungu is a Zambian politician and lawyer who served as the country’s president from 2015 to 2021.
-
E.
Florence Kasumba
Florence Kasumba is a Ugandan-German actress known for her roles in international film and television, including appearances in the Marvel Cinematic Universe and various high-profile German productions.
- 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_69ca827d22208190b4dc5aa680edcf5d |
completed | March 30, 2026, 2:02 p.m. |
| NER | Named-entity recognition | batch_69cae938714c8190b89917e6ded004da |
completed | March 30, 2026, 9:20 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69cb13cdb4288190ae3cfe1ee4e3e496 |
completed | March 31, 2026, 12:22 a.m. |
| NEDg | Description generation | batch_69cb1636b0d48190a57c2d3a7b3b41ed |
completed | March 31, 2026, 12:32 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69cb1a29d2988190bb64aada0d2ef463 |
completed | March 31, 2026, 12:49 a.m. |
Created at: March 30, 2026, 4:30 p.m.