Triple
T22193133
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Polokwane Local Municipality |
E548480
|
entity |
| Predicate | hasMayor |
P185
|
FINISHED |
| Object |
John Mpe
John Mpe is a South African politician who serves as the mayor of the Polokwane Local Municipality in Limpopo Province.
|
E1523992
|
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: John Mpe | Statement: [Polokwane Local Municipality, hasMayor, John Mpe]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: John Mpe Context triple: [Polokwane Local Municipality, hasMayor, John Mpe]
-
A.
Zakes Mda
Zakes Mda is a prominent South African novelist, playwright, and academic known for his influential works exploring post-apartheid society and Xhosa cultural identity.
-
B.
Helon Habila
Helon Habila is a Nigerian novelist, poet, and academic known for his politically engaged fiction exploring themes of conflict, memory, and postcolonial identity.
-
C.
Tsitsi Dangarembga
Tsitsi Dangarembga is a Zimbabwean novelist, playwright, and filmmaker best known for her critically acclaimed novel "Nervous Conditions," a landmark work in African literature.
-
D.
Elsa Joubert
Elsa Joubert was a prominent South African author best known for her Afrikaans novels and travel writing that explored themes of identity, politics, and life under apartheid.
-
E.
Breyten Breytenbach
Breyten Breytenbach is a renowned South African Afrikaans poet, writer, and painter known for his anti-apartheid activism and influential literary work.
- 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: John Mpe Triple: [Polokwane Local Municipality, hasMayor, John Mpe]
Generated description
John Mpe is a South African politician who serves as the mayor of the Polokwane Local Municipality in Limpopo Province.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: John Mpe Target entity description: John Mpe is a South African politician who serves as the mayor of the Polokwane Local Municipality in Limpopo Province.
-
A.
Zakes Mda
Zakes Mda is a prominent South African novelist, playwright, and academic known for his influential works exploring post-apartheid society and Xhosa cultural identity.
-
B.
Helon Habila
Helon Habila is a Nigerian novelist, poet, and academic known for his politically engaged fiction exploring themes of conflict, memory, and postcolonial identity.
-
C.
Tsitsi Dangarembga
Tsitsi Dangarembga is a Zimbabwean novelist, playwright, and filmmaker best known for her critically acclaimed novel "Nervous Conditions," a landmark work in African literature.
-
D.
Elsa Joubert
Elsa Joubert was a prominent South African author best known for her Afrikaans novels and travel writing that explored themes of identity, politics, and life under apartheid.
-
E.
Breyten Breytenbach
Breyten Breytenbach is a renowned South African Afrikaans poet, writer, and painter known for his anti-apartheid activism and influential literary work.
- 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_69e11e3e0c7c8190b30d278845e2497e |
completed | April 16, 2026, 5:37 p.m. |
| NER | Named-entity recognition | batch_69f12ae552908190b38c3d765bcfb68a |
completed | April 28, 2026, 9:47 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a0aa60e47c881909096698dd7d82e7f |
completed | May 18, 2026, 5:39 a.m. |
| NEDg | Description generation | batch_6a0aa6c001d48190b49866f02514aa28 |
completed | May 18, 2026, 5:42 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a0aa74204a081909fa0d80858bfa6bb |
completed | May 18, 2026, 5:44 a.m. |
Created at: April 16, 2026, 8:35 p.m.