Triple
T12641731
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Tawau |
E301912
|
entity |
| Predicate | governingBody |
P46
|
FINISHED |
| Object |
Tawau Municipal Council
Tawau Municipal Council is the local government authority responsible for administering and managing municipal services and development in the town of Tawau, Sabah, Malaysia.
|
E996319
|
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: Tawau Municipal Council | Statement: [Tawau, governingBody, Tawau Municipal Council]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Tawau Municipal Council Context triple: [Tawau, governingBody, Tawau Municipal Council]
-
A.
Kulim Municipal Council
Kulim Municipal Council is the local government authority responsible for administering and managing municipal services and development in the town and district of Kulim, Malaysia.
-
B.
Penang Island City Council
Penang Island City Council is the local government authority responsible for administering Penang Island, including the historic city of George Town in Malaysia.
-
C.
Teluk Intan Municipal Council
Teluk Intan Municipal Council is the local government authority responsible for administering and managing municipal services and development in the town of Teluk Intan, Malaysia.
-
D.
Kuching South City Council
Kuching South City Council is the local government authority responsible for administering and managing municipal services and development in the southern part of Kuching, Sarawak, Malaysia.
-
E.
Shah Alam City Council
Shah Alam City Council is the local government authority responsible for administering and managing municipal services, development, and regulations within the city of Shah Alam, 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: Tawau Municipal Council Triple: [Tawau, governingBody, Tawau Municipal Council]
Generated description
Tawau Municipal Council is the local government authority responsible for administering and managing municipal services and development in the town of Tawau, Sabah, Malaysia.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Tawau Municipal Council Target entity description: Tawau Municipal Council is the local government authority responsible for administering and managing municipal services and development in the town of Tawau, Sabah, Malaysia.
-
A.
Kulim Municipal Council
Kulim Municipal Council is the local government authority responsible for administering and managing municipal services and development in the town and district of Kulim, Malaysia.
-
B.
Penang Island City Council
Penang Island City Council is the local government authority responsible for administering Penang Island, including the historic city of George Town in Malaysia.
-
C.
Teluk Intan Municipal Council
Teluk Intan Municipal Council is the local government authority responsible for administering and managing municipal services and development in the town of Teluk Intan, Malaysia.
-
D.
Kuching South City Council
Kuching South City Council is the local government authority responsible for administering and managing municipal services and development in the southern part of Kuching, Sarawak, Malaysia.
-
E.
Shah Alam City Council
Shah Alam City Council is the local government authority responsible for administering and managing municipal services, development, and regulations within the city of Shah Alam, 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_69d7bdec9f9c8190b4bac675b7588211 |
completed | April 9, 2026, 2:55 p.m. |
| NER | Named-entity recognition | batch_69d9614ae6ac8190b42acbf2b0331fda |
completed | April 10, 2026, 8:44 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f6687770388190b4777885dae8a38f |
completed | May 2, 2026, 9:11 p.m. |
| NEDg | Description generation | batch_69f669f69fe4819097dfc63780e8587e |
completed | May 2, 2026, 9:17 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69f66b619c88819098acbfb60fac9921 |
completed | May 2, 2026, 9:23 p.m. |
Created at: April 9, 2026, 5:17 p.m.