Triple
T9630279
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Kluang |
E232783
|
entity |
| Predicate | hasLocalGovernment |
P2820
|
FINISHED |
| Object |
Kluang Municipal Council
Kluang Municipal Council is the local governing authority responsible for administering and managing municipal services and development in the town of Kluang, Johor, Malaysia.
|
E810643
|
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: Kluang Municipal Council | Statement: [Kluang, hasLocalGovernment, Kluang Municipal Council]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Kluang Municipal Council Context triple: [Kluang, hasLocalGovernment, Kluang Municipal Council]
-
A.
Klang Municipal Council
Klang Municipal Council is the local government authority responsible for administering and managing municipal services, development, and regulations in the town and district of Klang, Selangor, Malaysia.
-
B.
Kuala Kangsar Municipal Council
The Kuala Kangsar Municipal Council is the local government authority responsible for administering and managing municipal services and development in the royal town of Kuala Kangsar, Perak, Malaysia.
-
C.
Sepang Municipal Council
Sepang Municipal Council is the local government authority responsible for administering and managing municipal services, development, and regulations in the Sepang district of Selangor, Malaysia.
-
D.
Kuala Krai District Council
Kuala Krai District Council is the local government authority responsible for administering and managing municipal services and development in the Kuala Krai district of Kelantan, Malaysia.
-
E.
Ipoh City Council
Ipoh City Council is the local government authority responsible for administering and managing municipal services and development in the city of Ipoh, Malaysia.
- 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: Kluang Municipal Council Triple: [Kluang, hasLocalGovernment, Kluang Municipal Council]
Generated description
Kluang Municipal Council is the local governing authority responsible for administering and managing municipal services and development in the town of Kluang, Johor, Malaysia.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Kluang Municipal Council Target entity description: Kluang Municipal Council is the local governing authority responsible for administering and managing municipal services and development in the town of Kluang, Johor, Malaysia.
-
A.
Klang Municipal Council
Klang Municipal Council is the local government authority responsible for administering and managing municipal services, development, and regulations in the town and district of Klang, Selangor, Malaysia.
-
B.
Kuala Kangsar Municipal Council
The Kuala Kangsar Municipal Council is the local government authority responsible for administering and managing municipal services and development in the royal town of Kuala Kangsar, Perak, Malaysia.
-
C.
Sepang Municipal Council
Sepang Municipal Council is the local government authority responsible for administering and managing municipal services, development, and regulations in the Sepang district of Selangor, Malaysia.
-
D.
Kuala Krai District Council
Kuala Krai District Council is the local government authority responsible for administering and managing municipal services and development in the Kuala Krai district of Kelantan, Malaysia.
-
E.
Ipoh City Council
Ipoh City Council is the local government authority responsible for administering and managing municipal services and development in the city of Ipoh, Malaysia.
- 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_69ca848940cc8190b97cec654cb3bb4a |
completed | March 30, 2026, 2:11 p.m. |
| NER | Named-entity recognition | batch_69cd9b01863c8190a9ec4684804f96bc |
completed | April 1, 2026, 10:24 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d1798bf4f081908fd3731783e441c1 |
completed | April 4, 2026, 8:50 p.m. |
| NEDg | Description generation | batch_69d17bf818208190b34f8475b013829a |
completed | April 4, 2026, 9 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69d17c597c608190b7a589e3781dc9dd |
completed | April 4, 2026, 9:02 p.m. |
Created at: March 30, 2026, 8:11 p.m.