Triple
T21544000
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Talanga |
E531566
|
entity |
| Predicate | governedBy |
P46
|
FINISHED |
| Object |
municipal government of Talanga
The municipal government of Talanga is the local public authority responsible for administering services, regulations, and development policies within the municipality of Talanga.
|
E1490841
|
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: municipal government of Talanga | Statement: [Talanga, governedBy, municipal government of Talanga]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: municipal government of Talanga Context triple: [Talanga, governedBy, municipal government of Talanga]
-
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.
City Government of Tandag
The City Government of Tandag is the local administrative authority responsible for managing public services, development programs, and governance within the city of Tandag in the Philippines.
-
C.
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.
-
D.
Mandla Municipal Council
Mandla Municipal Council is the local self-governing urban body responsible for administering and providing civic services in the town of Mandla, India.
-
E.
Masindi Municipal Council
Masindi Municipal Council is the local government authority responsible for administering and providing public services in the town of Masindi, Uganda.
- 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: municipal government of Talanga Triple: [Talanga, governedBy, municipal government of Talanga]
Generated description
The municipal government of Talanga is the local public authority responsible for administering services, regulations, and development policies within the municipality of Talanga.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: municipal government of Talanga Target entity description: The municipal government of Talanga is the local public authority responsible for administering services, regulations, and development policies within the municipality of Talanga.
-
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.
City Government of Tandag
The City Government of Tandag is the local administrative authority responsible for managing public services, development programs, and governance within the city of Tandag in the Philippines.
-
C.
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.
-
D.
Mandla Municipal Council
Mandla Municipal Council is the local self-governing urban body responsible for administering and providing civic services in the town of Mandla, India.
-
E.
Masindi Municipal Council
Masindi Municipal Council is the local government authority responsible for administering and providing public services in the town of Masindi, Uganda.
- 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_69e0c45f17148190949c330ab9c27706 |
completed | April 16, 2026, 11:13 a.m. |
| NER | Named-entity recognition | batch_69eeb58d66ec8190b654a46932c841d3 |
completed | April 27, 2026, 1:02 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a09eedb88508190b4ee4f3bbf1d48e1 |
completed | May 17, 2026, 4:37 p.m. |
| NEDg | Description generation | batch_6a09f04a3a4881909d9bdea7a3d07437 |
completed | May 17, 2026, 4:43 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a09f0a92c2081909b7c91031eb84607 |
completed | May 17, 2026, 4:45 p.m. |
Created at: April 16, 2026, 6:28 p.m.