Triple
T10792887
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Kulim |
E254626
|
entity |
| Predicate | governingBody |
P46
|
FINISHED |
| Object |
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.
|
E885421
|
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: Kulim Municipal Council | Statement: [Kulim, governingBody, Kulim Municipal Council]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Kulim Municipal Council Context triple: [Kulim, governingBody, Kulim Municipal Council]
-
A.
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.
-
B.
Pasir Puteh District Council
Pasir Puteh District Council is the local government authority responsible for administering and managing municipal services and development in the Pasir Puteh district of Kelantan, Malaysia.
-
C.
Kuantan City Council
Kuantan City Council is the local government authority responsible for administering and managing municipal services and development in the city of Kuantan, Malaysia.
-
D.
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.
-
E.
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.
- 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: Kulim Municipal Council Triple: [Kulim, governingBody, Kulim Municipal Council]
Generated description
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.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Kulim Municipal Council Target entity description: 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.
-
A.
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.
-
B.
Pasir Puteh District Council
Pasir Puteh District Council is the local government authority responsible for administering and managing municipal services and development in the Pasir Puteh district of Kelantan, Malaysia.
-
C.
Kuantan City Council
Kuantan City Council is the local government authority responsible for administering and managing municipal services and development in the city of Kuantan, Malaysia.
-
D.
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.
-
E.
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.
- 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_69d6aa609f008190a294200aefcb7bd5 |
completed | April 8, 2026, 7:20 p.m. |
| NER | Named-entity recognition | batch_69d732f7ad408190af4727dd9d459498 |
completed | April 9, 2026, 5:02 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69de564748ac8190beaaea44bb2d95ed |
completed | April 14, 2026, 2:59 p.m. |
| NEDg | Description generation | batch_69de5eae7ab88190a0c512cfe61e3458 |
completed | April 14, 2026, 3:35 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69de60907e1081908405b6d71adbd388 |
completed | April 14, 2026, 3:43 p.m. |
Created at: April 8, 2026, 9:17 p.m.