Triple
T11422687
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Ampang Jaya |
E270663
|
entity |
| Predicate | hasSubdivision |
P747
|
FINISHED |
| Object |
Taman Ampang Indah
Taman Ampang Indah is a residential neighborhood located within the municipality of Ampang Jaya in Selangor, Malaysia.
|
E924600
|
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: Taman Ampang Indah | Statement: [Ampang Jaya, hasSubdivision, Taman Ampang Indah]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Taman Ampang Indah Context triple: [Ampang Jaya, hasSubdivision, Taman Ampang Indah]
-
A.
Taman Bukit Indah
Taman Bukit Indah is a residential and commercial township in the Skudai area of Johor, Malaysia, known for its housing estates, shopping amenities, and proximity to major highways.
-
B.
Taman Skudai Baru
Taman Skudai Baru is a residential neighborhood located in the Skudai area of Johor, Malaysia.
-
C.
Shah Alam Lake Gardens
Shah Alam Lake Gardens is a large urban recreational park and scenic lakeside green space in Shah Alam, Selangor, Malaysia, popular for leisure, jogging, and family activities.
-
D.
Taman Sutera Utama
Taman Sutera Utama is a prominent residential and commercial township in Skudai, Johor, known for its vibrant shop districts, eateries, and modern housing developments.
-
E.
Seremban Lake Gardens
Seremban Lake Gardens is a popular recreational park in Seremban, Malaysia, known for its scenic lakes, landscaped gardens, and leisure facilities for locals and visitors.
- 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: Taman Ampang Indah Triple: [Ampang Jaya, hasSubdivision, Taman Ampang Indah]
Generated description
Taman Ampang Indah is a residential neighborhood located within the municipality of Ampang Jaya in Selangor, Malaysia.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Taman Ampang Indah Target entity description: Taman Ampang Indah is a residential neighborhood located within the municipality of Ampang Jaya in Selangor, Malaysia.
-
A.
Taman Bukit Indah
Taman Bukit Indah is a residential and commercial township in the Skudai area of Johor, Malaysia, known for its housing estates, shopping amenities, and proximity to major highways.
-
B.
Taman Skudai Baru
Taman Skudai Baru is a residential neighborhood located in the Skudai area of Johor, Malaysia.
-
C.
Shah Alam Lake Gardens
Shah Alam Lake Gardens is a large urban recreational park and scenic lakeside green space in Shah Alam, Selangor, Malaysia, popular for leisure, jogging, and family activities.
-
D.
Taman Sutera Utama
Taman Sutera Utama is a prominent residential and commercial township in Skudai, Johor, known for its vibrant shop districts, eateries, and modern housing developments.
-
E.
Seremban Lake Gardens
Seremban Lake Gardens is a popular recreational park in Seremban, Malaysia, known for its scenic lakes, landscaped gardens, and leisure facilities for locals and visitors.
- 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.