Triple
T8838563
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Subang Jaya |
E210328
|
entity |
| Predicate | hasNeighbourhood |
P4813
|
FINISHED |
| Object |
Putra Heights
Putra Heights is a suburban residential township in Subang Jaya, Selangor, Malaysia, known for its planned housing estates and connectivity via major highways and an LRT line.
|
E761377
|
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: Putra Heights | Statement: [Subang Jaya, hasNeighbourhood, Putra Heights]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Putra Heights Context triple: [Subang Jaya, hasNeighbourhood, Putra Heights]
-
A.
Menara Gardens
Menara Gardens is a historic olive grove and landscaped park in Marrakesh, Morocco, famed for its large reflecting pool and views of the Atlas Mountains.
-
B.
Metrotown
Metrotown is a major urban town centre in Burnaby, British Columbia, known for its large shopping mall, high-density residential towers, and transit hub.
-
C.
Ampang Tinggi
Ampang Tinggi is a small town in the Kuala Pilah District of Negeri Sembilan, Malaysia, known for its traditional Malay village setting and local cultural heritage.
-
D.
Sunway Pyramid
Sunway Pyramid is a large Egyptian-themed shopping mall and entertainment complex located in Bandar Sunway, Selangor, Malaysia.
-
E.
Ampang Jaya
Ampang Jaya is a suburban municipality in the state of Selangor, Malaysia, forming part of the greater Kuala Lumpur metropolitan area.
- 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: Putra Heights Triple: [Subang Jaya, hasNeighbourhood, Putra Heights]
Generated description
Putra Heights is a suburban residential township in Subang Jaya, Selangor, Malaysia, known for its planned housing estates and connectivity via major highways and an LRT line.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Putra Heights Target entity description: Putra Heights is a suburban residential township in Subang Jaya, Selangor, Malaysia, known for its planned housing estates and connectivity via major highways and an LRT line.
-
A.
Menara Gardens
Menara Gardens is a historic olive grove and landscaped park in Marrakesh, Morocco, famed for its large reflecting pool and views of the Atlas Mountains.
-
B.
Metrotown
Metrotown is a major urban town centre in Burnaby, British Columbia, known for its large shopping mall, high-density residential towers, and transit hub.
-
C.
Ampang Tinggi
Ampang Tinggi is a small town in the Kuala Pilah District of Negeri Sembilan, Malaysia, known for its traditional Malay village setting and local cultural heritage.
-
D.
Sunway Pyramid
Sunway Pyramid is a large Egyptian-themed shopping mall and entertainment complex located in Bandar Sunway, Selangor, Malaysia.
-
E.
Ampang Jaya
Ampang Jaya is a suburban municipality in the state of Selangor, Malaysia, forming part of the greater Kuala Lumpur metropolitan area.
- 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_69ca8388549c819095fd94eadefbb007 |
completed | March 30, 2026, 2:07 p.m. |
| NER | Named-entity recognition | batch_69cc606c60ac8190b2b6bd7f042c02f8 |
completed | April 1, 2026, 12:01 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69cf89933e8c81909672bcec70f7d5ce |
completed | April 3, 2026, 9:34 a.m. |
| NEDg | Description generation | batch_69cf8bb6d7dc8190a91864130513fa4e |
completed | April 3, 2026, 9:43 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69cf8ca3e2788190a33fb28132944759 |
completed | April 3, 2026, 9:47 a.m. |
Created at: March 30, 2026, 6:48 p.m.