Triple
T11858439
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Peoples Democratic Party |
E282098
|
entity |
| Predicate | hasNotableFormerChairman |
P7696
|
FINISHED |
| Object |
Bamanga Tukur
Bamanga Tukur is a Nigerian politician and businessman who served as a former national chairman of the Peoples Democratic Party (PDP).
|
E951726
|
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: Bamanga Tukur | Statement: [Peoples Democratic Party, hasNotableFormerChairman, Bamanga Tukur]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Bamanga Tukur Context triple: [Peoples Democratic Party, hasNotableFormerChairman, Bamanga Tukur]
-
A.
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.
-
B.
Tiyo Soga
Tiyo Soga was a pioneering 19th-century Xhosa Presbyterian minister, intellectual, and the first black South African to be ordained in Scotland, known for his influential role in Christianity and education in South Africa.
-
C.
Ngozi Olejeme
Ngozi Olejeme is a Nigerian politician and businesswoman known for her roles in public service and involvement in national development initiatives.
-
D.
Namadi Sambo
Namadi Sambo is a Nigerian politician and architect who served as Vice President of Nigeria from 2010 to 2015.
-
E.
Bena-Mboi
Bena-Mboi is a group of closely related Niger-Congo languages spoken primarily in parts of Nigeria.
- 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: Bamanga Tukur Triple: [Peoples Democratic Party, hasNotableFormerChairman, Bamanga Tukur]
Generated description
Bamanga Tukur is a Nigerian politician and businessman who served as a former national chairman of the Peoples Democratic Party (PDP).
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Bamanga Tukur Target entity description: Bamanga Tukur is a Nigerian politician and businessman who served as a former national chairman of the Peoples Democratic Party (PDP).
-
A.
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.
-
B.
Tiyo Soga
Tiyo Soga was a pioneering 19th-century Xhosa Presbyterian minister, intellectual, and the first black South African to be ordained in Scotland, known for his influential role in Christianity and education in South Africa.
-
C.
Ngozi Olejeme
Ngozi Olejeme is a Nigerian politician and businesswoman known for her roles in public service and involvement in national development initiatives.
-
D.
Namadi Sambo
Namadi Sambo is a Nigerian politician and architect who served as Vice President of Nigeria from 2010 to 2015.
-
E.
Bena-Mboi
Bena-Mboi is a group of closely related Niger-Congo languages spoken primarily in parts of Nigeria.
- 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_69d6ab287ba48190a5178779fd19b9b7 |
completed | April 8, 2026, 7:23 p.m. |
| NER | Named-entity recognition | batch_69d8be15fb2481908f514781ce2c617f |
completed | April 10, 2026, 9:08 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f2816404ac81909129347607fb5fd3 |
completed | April 29, 2026, 10:08 p.m. |
| NEDg | Description generation | batch_69f28d363cac8190b961f17245db493c |
completed | April 29, 2026, 10:59 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69f29150bf508190bdf037d40e445e6d |
completed | April 29, 2026, 11:16 p.m. |
Created at: April 8, 2026, 9:43 p.m.