Triple
T11058904
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | FNLA |
E261452
|
entity |
| Predicate | leader |
P981
|
FINISHED |
| Object |
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.
|
E902775
|
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 Kabangu | Statement: [FNLA, leader, Ngola Kabangu]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Ngola Kabangu Context triple: [FNLA, leader, Ngola Kabangu]
-
A.
Issoze-Ngondet
Issoze-Ngondet is the surname of Emmanuel Issoze-Ngondet, a Gabonese politician who served as Prime Minister of Gabon.
-
B.
Count M'Butu
Count M'Butu is a percussionist and occasional vocalist best known for his work with the Derek Trucks Band, where he contributed Afro-Cuban and world music influences to their blues-rock sound.
-
C.
Uma Mbatangu
Uma Mbatangu is a traditional Sumbanese house type characterized by its tall peaked thatched roof and elevated wooden structure, commonly found in the Waikabubak area of Indonesia.
-
D.
Blaise Nkufo
Blaise Nkufo is a retired Swiss professional footballer best known as a prolific striker for FC Twente and a member of the Swiss national team, including at the 2010 FIFA World Cup.
-
E.
Vuyani Bungu
Vuyani Bungu is a South African former professional boxer and long-reigning IBF super bantamweight world champion known for his technical skill and notable bouts in the 1990s.
- 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 Kabangu Triple: [FNLA, leader, Ngola Kabangu]
Generated description
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.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Ngola Kabangu Target entity description: 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.
-
A.
Issoze-Ngondet
Issoze-Ngondet is the surname of Emmanuel Issoze-Ngondet, a Gabonese politician who served as Prime Minister of Gabon.
-
B.
Count M'Butu
Count M'Butu is a percussionist and occasional vocalist best known for his work with the Derek Trucks Band, where he contributed Afro-Cuban and world music influences to their blues-rock sound.
-
C.
Uma Mbatangu
Uma Mbatangu is a traditional Sumbanese house type characterized by its tall peaked thatched roof and elevated wooden structure, commonly found in the Waikabubak area of Indonesia.
-
D.
Blaise Nkufo
Blaise Nkufo is a retired Swiss professional footballer best known as a prolific striker for FC Twente and a member of the Swiss national team, including at the 2010 FIFA World Cup.
-
E.
Vuyani Bungu
Vuyani Bungu is a South African former professional boxer and long-reigning IBF super bantamweight world champion known for his technical skill and notable bouts in the 1990s.
- 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_69d6aa98650481908609c7c56bfa7902 |
completed | April 8, 2026, 7:20 p.m. |
| NER | Named-entity recognition | batch_69d798a4f3f88190a29710f64cef9d25 |
completed | April 9, 2026, 12:16 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69e3c87ab0308190a6a6ada1708f0ec2 |
completed | April 18, 2026, 6:07 p.m. |
| NEDg | Description generation | batch_69e3cefc00148190a1850dc6e31523c3 |
completed | April 18, 2026, 6:35 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69e3d014a644819092c76aa02b573ca9 |
completed | April 18, 2026, 6:40 p.m. |
Created at: April 8, 2026, 9:26 p.m.