Triple
T9012970
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Klang Valley |
E215519
|
entity |
| Predicate | containsCity |
P294
|
FINISHED |
| Object | Ampang Jaya |
E270663
|
NE FINISHED |
How this triple was built (2 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 Jaya | Statement: [Klang Valley, containsCity, Ampang Jaya]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Ampang Jaya Context triple: [Klang Valley, containsCity, Ampang Jaya]
-
A.
Ampang Jaya
chosen
Ampang Jaya is a suburban municipality in the state of Selangor, Malaysia, forming part of the greater Kuala Lumpur metropolitan area.
-
B.
Bandar Seri Jempol
Bandar Seri Jempol is a principal town and local commercial hub in the Jempol District of Negeri Sembilan, Malaysia.
-
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.
Batu Pahat
Batu Pahat is a coastal town and important commercial and industrial hub in the Malaysian state of Johor.
-
E.
Sepang District
Sepang District is an administrative district in the southern part of Selangor, Malaysia, known for hosting major infrastructure and motorsport venues and forming part of the greater Kuala Lumpur metropolitan area.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (3 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_69d047665204819090fe9c74fd64659e |
completed | April 3, 2026, 11:04 p.m. |
Created at: March 30, 2026, 7:06 p.m.