Triple
T11422672
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Ampang Jaya |
E270663
|
entity |
| Predicate | hasSubdivision |
P747
|
FINISHED |
| Object |
Ampang
Ampang is a township in the Klang Valley region of Malaysia, known as a residential and commercial area that forms part of the greater Kuala Lumpur metropolitan area.
|
E270663
|
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 | Statement: [Ampang Jaya, hasSubdivision, Ampang]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Ampang Context triple: [Ampang Jaya, hasSubdivision, Ampang]
-
A.
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.
-
B.
Gombak
Gombak is a district in the state of Selangor, Malaysia, located within the greater Kuala Lumpur metropolitan area in the Klang Valley.
-
C.
Ampang Jaya
Ampang Jaya is a suburban municipality in the state of Selangor, Malaysia, forming part of the greater Kuala Lumpur metropolitan area.
-
D.
Sungai Buloh
Sungai Buloh is a town and mukim in Selangor, Malaysia, known for its residential areas, industrial zones, and historical leprosy settlement.
-
E.
Semenyih
Semenyih is a rapidly developing town in the state of Selangor, Malaysia, known for its residential growth, educational institutions, and proximity to Kuala Lumpur within the greater Klang Valley region.
- 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 Triple: [Ampang Jaya, hasSubdivision, Ampang]
Generated description
Ampang is a township in the Klang Valley region of Malaysia, known as a residential and commercial area that forms part of the greater Kuala Lumpur metropolitan area.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Ampang Target entity description: Ampang is a township in the Klang Valley region of Malaysia, known as a residential and commercial area that forms part of the greater Kuala Lumpur metropolitan area.
-
A.
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.
-
B.
Gombak
Gombak is a district in the state of Selangor, Malaysia, located within the greater Kuala Lumpur metropolitan area in the Klang Valley.
-
C.
Ampang Jaya
chosen
Ampang Jaya is a suburban municipality in the state of Selangor, Malaysia, forming part of the greater Kuala Lumpur metropolitan area.
-
D.
Sungai Buloh
Sungai Buloh is a town and mukim in Selangor, Malaysia, known for its residential areas, industrial zones, and historical leprosy settlement.
-
E.
Semenyih
Semenyih is a rapidly developing town in the state of Selangor, Malaysia, known for its residential growth, educational institutions, and proximity to Kuala Lumpur within the greater Klang Valley region.
- F. None of above.
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.