Triple
T9012973
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Klang Valley |
E215519
|
entity |
| Predicate | containsCity |
P294
|
FINISHED |
| Object |
Seri Kembangan
Seri Kembangan is a rapidly developing suburban town in Selangor, Malaysia, situated within the greater Kuala Lumpur metropolitan area and known for its residential neighborhoods, commercial centers, and proximity to major highways.
|
E773635
|
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: Seri Kembangan | Statement: [Klang Valley, containsCity, Seri Kembangan]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Seri Kembangan Context triple: [Klang Valley, containsCity, Seri Kembangan]
-
A.
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.
-
B.
Seri Manjung
Seri Manjung is a rapidly developing coastal township in the Manjung District of Perak, Malaysia, known as an administrative and commercial hub for the surrounding area.
-
C.
Anak Bukit
Anak Bukit is a suburb of Alor Setar in the Malaysian state of Kedah, known primarily as the location of the Sultan of Kedah’s official residence.
-
D.
Kajang
Kajang is a major town in the Hulu Langat District of Selangor, Malaysia, known for its satay and role as a rapidly developing suburban and commercial hub near Kuala Lumpur.
-
E.
Sukamakmur
Sukamakmur is a district in Bogor Regency, West Java, Indonesia, known for its rural highland landscapes and growing nature-based tourism.
- 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: Seri Kembangan Triple: [Klang Valley, containsCity, Seri Kembangan]
Generated description
Seri Kembangan is a rapidly developing suburban town in Selangor, Malaysia, situated within the greater Kuala Lumpur metropolitan area and known for its residential neighborhoods, commercial centers, and proximity to major highways.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Seri Kembangan Target entity description: Seri Kembangan is a rapidly developing suburban town in Selangor, Malaysia, situated within the greater Kuala Lumpur metropolitan area and known for its residential neighborhoods, commercial centers, and proximity to major highways.
-
A.
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.
-
B.
Seri Manjung
Seri Manjung is a rapidly developing coastal township in the Manjung District of Perak, Malaysia, known as an administrative and commercial hub for the surrounding area.
-
C.
Anak Bukit
Anak Bukit is a suburb of Alor Setar in the Malaysian state of Kedah, known primarily as the location of the Sultan of Kedah’s official residence.
-
D.
Kajang
Kajang is a major town in the Hulu Langat District of Selangor, Malaysia, known for its satay and role as a rapidly developing suburban and commercial hub near Kuala Lumpur.
-
E.
Sukamakmur
Sukamakmur is a district in Bogor Regency, West Java, Indonesia, known for its rural highland landscapes and growing nature-based tourism.
- 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_69ca83a2bf088190986ee7a8eb90407d |
completed | March 30, 2026, 2:07 p.m. |
| NER | Named-entity recognition | batch_69cc69f96980819093bfc49d48570c65 |
completed | April 1, 2026, 12:42 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69cfdba11a6481909cac624530a77ffe |
completed | April 3, 2026, 3:24 p.m. |
| NEDg | Description generation | batch_69cfdc9868fc8190addad6b87b567277 |
completed | April 3, 2026, 3:28 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69cfe0aafe4c81908a5b31590f6c9152 |
completed | April 3, 2026, 3:45 p.m. |
Created at: March 30, 2026, 7:06 p.m.