Triple
T15407534
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Toto |
E368498
|
entity |
| Predicate | governingBody |
P46
|
FINISHED |
| Object |
Toto Local Government Council
Toto Local Government Council is the local administrative authority responsible for governance, public services, and development initiatives within the Toto area.
|
E1154301
|
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: Toto Local Government Council | Statement: [Toto, governingBody, Toto Local Government Council]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Toto Local Government Council Context triple: [Toto, governingBody, Toto Local Government Council]
-
A.
Tanga City Council
Tanga City Council is the local government authority responsible for administering and providing public services in the coastal city of Tanga in northeastern Tanzania.
-
B.
Greater Taung Local Municipality
Greater Taung Local Municipality is a local government area in South Africa’s North West province, centered on the town of Taung and responsible for providing municipal services and governance to its surrounding communities.
-
C.
Tokologo Local Municipality
Tokologo Local Municipality is a local government area in South Africa’s Free State province that administers several small rural towns and farming communities, including Hertzogville.
-
D.
Masindi Municipal Council
Masindi Municipal Council is the local government authority responsible for administering and providing public services in the town of Masindi, Uganda.
-
E.
Kura Local Government Council
Kura Local Government Council is the local administrative authority responsible for governance, public services, and development initiatives within the Kura area of Nigeria.
- 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: Toto Local Government Council Triple: [Toto, governingBody, Toto Local Government Council]
Generated description
Toto Local Government Council is the local administrative authority responsible for governance, public services, and development initiatives within the Toto area.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Toto Local Government Council Target entity description: Toto Local Government Council is the local administrative authority responsible for governance, public services, and development initiatives within the Toto area.
-
A.
Tanga City Council
Tanga City Council is the local government authority responsible for administering and providing public services in the coastal city of Tanga in northeastern Tanzania.
-
B.
Greater Taung Local Municipality
Greater Taung Local Municipality is a local government area in South Africa’s North West province, centered on the town of Taung and responsible for providing municipal services and governance to its surrounding communities.
-
C.
Tokologo Local Municipality
Tokologo Local Municipality is a local government area in South Africa’s Free State province that administers several small rural towns and farming communities, including Hertzogville.
-
D.
Masindi Municipal Council
Masindi Municipal Council is the local government authority responsible for administering and providing public services in the town of Masindi, Uganda.
-
E.
Kura Local Government Council
Kura Local Government Council is the local administrative authority responsible for governance, public services, and development initiatives within the Kura area of Nigeria.
- 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_69d85a16c68c819099c1b547fbc87b32 |
completed | April 10, 2026, 2:01 a.m. |
| NER | Named-entity recognition | batch_69e03ea36c6881909eaea48e9608897a |
completed | April 16, 2026, 1:42 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ff135bcb5c8190a1f43c6bb6a0e53c |
completed | May 9, 2026, 10:58 a.m. |
| NEDg | Description generation | batch_69ff141babdc8190bac03e8a294984ce |
completed | May 9, 2026, 11:01 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69ff14d3e78881909692d5594bc941d8 |
completed | May 9, 2026, 11:04 a.m. |
Created at: April 10, 2026, 3:20 a.m.