Triple
T16298609
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Ambundu people |
E395717
|
entity |
| Predicate | notableLeader |
P304
|
FINISHED |
| Object |
Ngola Kiluanje
Ngola Kiluanje was an early ruler of the Ndongo kingdom in what is now Angola, remembered as a foundational leader of the Ambundu people and an important figure in the region’s precolonial history.
|
E1206158
|
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: Ngola Kiluanje | Statement: [Ambundu people, notableLeader, Ngola Kiluanje]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Ngola Kiluanje Context triple: [Ambundu people, notableLeader, Ngola Kiluanje]
-
A.
Ngola Kabangu
Ngola Kabangu is an Angolan politician who served as a prominent leader of the National Liberation Front of Angola (FNLA), one of the country’s historic liberation movements.
-
B.
Issoze-Ngondet
Issoze-Ngondet is the surname of Emmanuel Issoze-Ngondet, a Gabonese politician who served as Prime Minister of Gabon.
-
C.
Kgalema
Kgalema is a South African politician who served as the country's third post-apartheid president and later as deputy president.
-
D.
Ngola
Ngola is an alternative name for the Angolar people, a community of African descent primarily associated with São Tomé and Príncipe.
-
E.
Mzee Kabila
Mzee Kabila is the honorific name of Laurent-Désiré Kabila, the former president of the Democratic Republic of the Congo who led the rebellion that overthrew Mobutu Sese Seko in 1997.
- 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: Ngola Kiluanje Triple: [Ambundu people, notableLeader, Ngola Kiluanje]
Generated description
Ngola Kiluanje was an early ruler of the Ndongo kingdom in what is now Angola, remembered as a foundational leader of the Ambundu people and an important figure in the region’s precolonial history.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Ngola Kiluanje Target entity description: Ngola Kiluanje was an early ruler of the Ndongo kingdom in what is now Angola, remembered as a foundational leader of the Ambundu people and an important figure in the region’s precolonial history.
-
A.
Ngola Kabangu
Ngola Kabangu is an Angolan politician who served as a prominent leader of the National Liberation Front of Angola (FNLA), one of the country’s historic liberation movements.
-
B.
Issoze-Ngondet
Issoze-Ngondet is the surname of Emmanuel Issoze-Ngondet, a Gabonese politician who served as Prime Minister of Gabon.
-
C.
Kgalema
Kgalema is a South African politician who served as the country's third post-apartheid president and later as deputy president.
-
D.
Ngola
Ngola is an alternative name for the Angolar people, a community of African descent primarily associated with São Tomé and Príncipe.
-
E.
Mzee Kabila
Mzee Kabila is the honorific name of Laurent-Désiré Kabila, the former president of the Democratic Republic of the Congo who led the rebellion that overthrew Mobutu Sese Seko in 1997.
- 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_69d87f23bb088190a16fbb91a1957ea5 |
completed | April 10, 2026, 4:40 a.m. |
| NER | Named-entity recognition | batch_69e25e30ee288190b78807b60cb18e22 |
completed | April 17, 2026, 4:22 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a001f9d7ef48190b7acebebcb9608c3 |
completed | May 10, 2026, 6:03 a.m. |
| NEDg | Description generation | batch_6a0021459c4081908e4c1d2e0bc8a5be |
completed | May 10, 2026, 6:10 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a002221fe7c819083c8ede5e63b0908 |
completed | May 10, 2026, 6:13 a.m. |
Created at: April 10, 2026, 5:06 a.m.