Triple
T11422686
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Ampang Jaya |
E270663
|
entity |
| Predicate | hasSubdivision |
P747
|
FINISHED |
| Object |
Taman Putra
Taman Putra is a residential neighborhood located within the municipality of Ampang Jaya in Selangor, Malaysia.
|
E929581
|
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 Putra | Statement: [Ampang Jaya, hasSubdivision, Taman Putra]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Taman Putra Context triple: [Ampang Jaya, hasSubdivision, Taman Putra]
-
A.
Taman Muda
Taman Muda is a residential neighborhood located within the municipality of Ampang Jaya in Selangor, Malaysia.
-
B.
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.
-
C.
Taman Melawati
Taman Melawati is a suburban residential township in the northeastern part of Kuala Lumpur, Malaysia, known for its hilly terrain, proximity to nature attractions, and mix of housing and commercial areas.
-
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.
Taman Kosas
Taman Kosas is a residential township located within the municipality of Ampang Jaya in 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: Taman Putra Triple: [Ampang Jaya, hasSubdivision, Taman Putra]
Generated description
Taman Putra 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 Putra Target entity description: Taman Putra is a residential neighborhood located within the municipality of Ampang Jaya in Selangor, Malaysia.
-
A.
Taman Muda
Taman Muda is a residential neighborhood located within the municipality of Ampang Jaya in Selangor, Malaysia.
-
B.
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.
-
C.
Taman Melawati
Taman Melawati is a suburban residential township in the northeastern part of Kuala Lumpur, Malaysia, known for its hilly terrain, proximity to nature attractions, and mix of housing and commercial areas.
-
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.
Taman Kosas
Taman Kosas is a residential township located within the municipality of Ampang Jaya in 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_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_69e624600e0081909cc6f53c05a34efb |
completed | April 20, 2026, 1:04 p.m. |
| NEDg | Description generation | batch_69e62cf224f881908badcdab6aea1aef |
completed | April 20, 2026, 1:41 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69e663ffedfc8190a2b51995c62d1e6b |
completed | April 20, 2026, 5:36 p.m. |
Created at: April 8, 2026, 9:34 p.m.