Triple
T14737686
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Cuanza Norte Province |
E346255
|
entity |
| Predicate | hasMunicipality |
P847
|
FINISHED |
| Object |
Bolongongo Municipality
Bolongongo Municipality is an administrative municipality located within Angola’s Cuanza Norte Province.
|
E1118580
|
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: Bolongongo Municipality | Statement: [Cuanza Norte Province, hasMunicipality, Bolongongo Municipality]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Bolongongo Municipality Context triple: [Cuanza Norte Province, hasMunicipality, Bolongongo Municipality]
-
A.
King Sabata Dalindyebo Local Municipality
King Sabata Dalindyebo Local Municipality is a local government area in South Africa’s Eastern Cape province that includes towns such as Mthatha and the village of Qunu, known as the childhood home of Nelson Mandela.
-
B.
Lepelle-Nkumpi Local Municipality
Lepelle-Nkumpi Local Municipality is a local government area in the Limpopo province of South Africa, forming part of the Capricorn District and administering several rural and semi-urban communities.
-
C.
Kagisano-Molopo Local Municipality
Kagisano-Molopo Local Municipality is a rural local municipality in South Africa’s North West province, known for its dispersed settlements and cross-border location near Botswana.
-
D.
Cambambe Municipality
Cambambe Municipality is an administrative region in Angola known for its hydroelectric dam on the Kwanza River and its role in regional energy production.
-
E.
Maruleng Local Municipality
Maruleng Local Municipality is a local government area in South Africa’s Limpopo province, known for its rural communities and proximity to major wildlife and tourism attractions such as the Kruger National Park.
- 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: Bolongongo Municipality Triple: [Cuanza Norte Province, hasMunicipality, Bolongongo Municipality]
Generated description
Bolongongo Municipality is an administrative municipality located within Angola’s Cuanza Norte Province.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Bolongongo Municipality Target entity description: Bolongongo Municipality is an administrative municipality located within Angola’s Cuanza Norte Province.
-
A.
King Sabata Dalindyebo Local Municipality
King Sabata Dalindyebo Local Municipality is a local government area in South Africa’s Eastern Cape province that includes towns such as Mthatha and the village of Qunu, known as the childhood home of Nelson Mandela.
-
B.
Lepelle-Nkumpi Local Municipality
Lepelle-Nkumpi Local Municipality is a local government area in the Limpopo province of South Africa, forming part of the Capricorn District and administering several rural and semi-urban communities.
-
C.
Kagisano-Molopo Local Municipality
Kagisano-Molopo Local Municipality is a rural local municipality in South Africa’s North West province, known for its dispersed settlements and cross-border location near Botswana.
-
D.
Cambambe Municipality
Cambambe Municipality is an administrative region in Angola known for its hydroelectric dam on the Kwanza River and its role in regional energy production.
-
E.
Maruleng Local Municipality
Maruleng Local Municipality is a local government area in South Africa’s Limpopo province, known for its rural communities and proximity to major wildlife and tourism attractions such as the Kruger National Park.
- 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_69d822e6f1c88190bc494d491a907114 |
completed | April 9, 2026, 10:06 p.m. |
| NER | Named-entity recognition | batch_69dec73264848190be23c5f0260cbe13 |
completed | April 14, 2026, 11:01 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69fe0ce6514c8190a37b023dcc0c1b1a |
completed | May 8, 2026, 4:18 p.m. |
| NEDg | Description generation | batch_69fe1497cbd8819094dcd059be15838f |
completed | May 8, 2026, 4:51 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69fe1521af9c8190b5fc77bd8d9dff3a |
completed | May 8, 2026, 4:53 p.m. |
Created at: April 10, 2026, 1:29 a.m.