Triple
T2770371
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Abia State |
E61439
|
entity |
| Predicate | hasLocalGovernmentArea |
P8215
|
FINISHED |
| Object |
Isiala Ngwa South
Isiala Ngwa South is a local government area in southeastern Nigeria known for its predominantly Igbo population and its role in the administrative and economic structure of Abia State.
|
E296846
|
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: Isiala Ngwa South | Statement: [Abia State, hasLocalGovernmentArea, Isiala Ngwa South]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Isiala Ngwa South Context triple: [Abia State, hasLocalGovernmentArea, Isiala Ngwa South]
-
A.
Isiala Ngwa North
Isiala Ngwa North is a local government area in southeastern Nigeria known for its predominantly Igbo population and its role in the administrative and economic structure of Abia State.
-
B.
Kasulu District
Kasulu District is an administrative district in western Tanzania known for its large rural population and proximity to the Burundi border.
-
C.
Nzega District
Nzega District is an administrative district in central Tanzania known for its rural communities and agriculture, located within the country’s Tabora Region.
-
D.
Mwinilunga District
Mwinilunga District is a rural district in northwestern Zambia known for its lush forests, high rainfall, and location near the headwaters of major rivers including the Zambezi.
-
E.
Bojanala Platinum District
Bojanala Platinum District is an administrative district in South Africa’s North West province, known for its rich platinum mining industry and proximity to major tourist attractions like Sun City and Pilanesberg 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: Isiala Ngwa South Triple: [Abia State, hasLocalGovernmentArea, Isiala Ngwa South]
Generated description
Isiala Ngwa South is a local government area in southeastern Nigeria known for its predominantly Igbo population and its role in the administrative and economic structure of Abia State.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Isiala Ngwa South Target entity description: Isiala Ngwa South is a local government area in southeastern Nigeria known for its predominantly Igbo population and its role in the administrative and economic structure of Abia State.
-
A.
Isiala Ngwa North
chosen
Isiala Ngwa North is a local government area in southeastern Nigeria known for its predominantly Igbo population and its role in the administrative and economic structure of Abia State.
-
B.
Kasulu District
Kasulu District is an administrative district in western Tanzania known for its large rural population and proximity to the Burundi border.
-
C.
Nzega District
Nzega District is an administrative district in central Tanzania known for its rural communities and agriculture, located within the country’s Tabora Region.
-
D.
Mwinilunga District
Mwinilunga District is a rural district in northwestern Zambia known for its lush forests, high rainfall, and location near the headwaters of major rivers including the Zambezi.
-
E.
Bojanala Platinum District
Bojanala Platinum District is an administrative district in South Africa’s North West province, known for its rich platinum mining industry and proximity to major tourist attractions like Sun City and Pilanesberg National Park.
- F. None of above.
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_69ab4b7cd13481909174bca9809ed259 |
completed | March 6, 2026, 9:47 p.m. |
| NER | Named-entity recognition | batch_69abdd690b24819095647dd4a4f902bb |
completed | March 7, 2026, 8:10 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69afc6496dc88190b316d5b36bc5df67 |
completed | March 10, 2026, 7:20 a.m. |
| NEDg | Description generation | batch_69afc6e6d4bc81908108fe24677448c3 |
completed | March 10, 2026, 7:23 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69afc7907be88190b70458ed735261e8 |
completed | March 10, 2026, 7:26 a.m. |
Created at: March 6, 2026, 9:57 p.m.