Triple
T35687879
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | KwaMhlanga |
E1031200
|
entity |
| Predicate | locatedInAdministrativeEntity |
P40
|
FINISHED |
| Object |
Thembisile Hani Local Municipality
Thembisile Hani Local Municipality is a local government area in South Africa’s Mpumalanga province, named after anti-apartheid activist Chris Hani and encompassing the town of KwaMhlanga and surrounding rural communities.
|
E2289487
|
NE FINISHED |
How this triple was built (2 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: Thembisile Hani Local Municipality | Statement: [KwaMhlanga, locatedInAdministrativeEntity, Thembisile Hani Local Municipality]
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: Thembisile Hani Local Municipality Triple: [KwaMhlanga, locatedInAdministrativeEntity, Thembisile Hani Local Municipality]
Generated description
Thembisile Hani Local Municipality is a local government area in South Africa’s Mpumalanga province, named after anti-apartheid activist Chris Hani and encompassing the town of KwaMhlanga and surrounding rural communities.
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_69f76e0c73ec819080ab60a9e2f5f1f6 |
completed | May 3, 2026, 3:47 p.m. |
| NER | Named-entity recognition | batch_69f7a07a040c819097fd96cd1a6c1e97 |
completed | May 3, 2026, 7:22 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a5b425656248190bac0b8c3600364d3 |
completed | July 18, 2026, 9:07 a.m. |
| NEDg | Description generation | batch_6a5b42d10ae0819085c4a7b16e6f94f2 |
completed | July 18, 2026, 9:09 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a5b4306fe58819095a7fe7e30ec146f |
completed | July 18, 2026, 9:10 a.m. |
Created at: May 3, 2026, 4:05 p.m.