Triple
T11422665
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Ampang Jaya |
E270663
|
entity |
| Predicate | hasLocalAuthority |
P3379
|
FINISHED |
| Object |
Ampang Jaya Municipal Council
Ampang Jaya Municipal Council is the local governing body responsible for administering and managing municipal services, development, and regulations in the Ampang Jaya area of Malaysia.
|
E924590
|
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: Ampang Jaya Municipal Council | Statement: [Ampang Jaya, hasLocalAuthority, Ampang Jaya Municipal Council]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Ampang Jaya Municipal Council Context triple: [Ampang Jaya, hasLocalAuthority, Ampang Jaya Municipal Council]
-
A.
Petaling Jaya City Council
Petaling Jaya City Council is the local government authority responsible for municipal administration, urban planning, and public services in the city of Petaling Jaya, Selangor, Malaysia.
-
B.
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.
-
C.
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.
-
D.
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.
-
E.
Johor Bahru City Council
Johor Bahru City Council is the local government authority responsible for administering and managing the city of Johor Bahru and its surrounding areas in the state of Johor, 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: Ampang Jaya Municipal Council Triple: [Ampang Jaya, hasLocalAuthority, Ampang Jaya Municipal Council]
Generated description
Ampang Jaya Municipal Council is the local governing body responsible for administering and managing municipal services, development, and regulations in the Ampang Jaya area of Malaysia.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Ampang Jaya Municipal Council Target entity description: Ampang Jaya Municipal Council is the local governing body responsible for administering and managing municipal services, development, and regulations in the Ampang Jaya area of Malaysia.
-
A.
Petaling Jaya City Council
Petaling Jaya City Council is the local government authority responsible for municipal administration, urban planning, and public services in the city of Petaling Jaya, Selangor, Malaysia.
-
B.
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.
-
C.
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.
-
D.
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.
-
E.
Johor Bahru City Council
Johor Bahru City Council is the local government authority responsible for administering and managing the city of Johor Bahru and its surrounding areas in the state of Johor, 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_69d6aadeef688190874bcecd88b3dd9b |
completed | April 8, 2026, 7:22 p.m. |
| NER | Named-entity recognition | batch_69d801b357e88190ace56d36a945688f |
completed | April 9, 2026, 7:44 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69e5b8a1e88c8190994bea88a0490e60 |
completed | April 20, 2026, 5:24 a.m. |
| NEDg | Description generation | batch_69e5c28e2dd481909b45a43b5825f393 |
completed | April 20, 2026, 6:07 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69e5c4722c348190a4c49edb1f6df240 |
completed | April 20, 2026, 6:15 a.m. |
Created at: April 8, 2026, 9:34 p.m.