Triple
T21630228
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | South African Broadcasting Corporation |
E533809
|
entity |
| Predicate | owns |
P347
|
FINISHED |
| Object |
Ligwalagwala FM
Ligwalagwala FM is a South African radio station that broadcasts primarily in siSwati, offering music, news, and cultural programming to audiences in Mpumalanga and beyond.
|
E1501639
|
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: Ligwalagwala FM | Statement: [South African Broadcasting Corporation, owns, Ligwalagwala FM]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Ligwalagwala FM Context triple: [South African Broadcasting Corporation, owns, Ligwalagwala FM]
-
A.
Thobela FM
Thobela FM is a South African public radio station broadcasting primarily in Northern Sotho, offering news, music, and cultural programming to listeners in Limpopo and beyond.
-
B.
Umhlobo Wenene FM
Umhlobo Wenene FM is a major South African public radio station broadcasting primarily in isiXhosa and serving audiences across the Eastern Cape and beyond.
-
C.
Motsweding FM
Motsweding FM is a South African radio station that primarily broadcasts in Setswana, offering music, news, and cultural programming to audiences in the North West province and beyond.
-
D.
Phalaphala FM
Phalaphala FM is a South African public radio station broadcasting primarily in the Tshivenda language, offering news, music, and cultural programming to listeners in Limpopo and beyond.
-
E.
Lesedi FM
Lesedi FM is a South African radio station that broadcasts primarily in Sesotho, offering news, music, and cultural programming to audiences mainly in the Free State and surrounding regions.
- 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: Ligwalagwala FM Triple: [South African Broadcasting Corporation, owns, Ligwalagwala FM]
Generated description
Ligwalagwala FM is a South African radio station that broadcasts primarily in siSwati, offering music, news, and cultural programming to audiences in Mpumalanga and beyond.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Ligwalagwala FM Target entity description: Ligwalagwala FM is a South African radio station that broadcasts primarily in siSwati, offering music, news, and cultural programming to audiences in Mpumalanga and beyond.
-
A.
Thobela FM
Thobela FM is a South African public radio station broadcasting primarily in Northern Sotho, offering news, music, and cultural programming to listeners in Limpopo and beyond.
-
B.
Umhlobo Wenene FM
Umhlobo Wenene FM is a major South African public radio station broadcasting primarily in isiXhosa and serving audiences across the Eastern Cape and beyond.
-
C.
Motsweding FM
Motsweding FM is a South African radio station that primarily broadcasts in Setswana, offering music, news, and cultural programming to audiences in the North West province and beyond.
-
D.
Phalaphala FM
Phalaphala FM is a South African public radio station broadcasting primarily in the Tshivenda language, offering news, music, and cultural programming to listeners in Limpopo and beyond.
-
E.
Lesedi FM
Lesedi FM is a South African radio station that broadcasts primarily in Sesotho, offering news, music, and cultural programming to audiences mainly in the Free State and surrounding regions.
- 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_69e0c464fba881908d0ff2ac80511ce1 |
completed | April 16, 2026, 11:13 a.m. |
| NER | Named-entity recognition | batch_69ef521679fc81909c94d42439fda4ba |
completed | April 27, 2026, 12:09 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a0a3e5dc58c819092933243efdeb4fa |
completed | May 17, 2026, 10:17 p.m. |
| NEDg | Description generation | batch_6a0a3ef5ebb48190acfb47b8a03bd551 |
completed | May 17, 2026, 10:19 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a0a3f6ad3308190b68270a572455dce |
completed | May 17, 2026, 10:21 p.m. |
Created at: April 16, 2026, 6:34 p.m.