Triple
T8838625
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Sepang |
E210329
|
entity |
| Predicate | borderedBy |
P224
|
FINISHED |
| Object | Hulu Langat District |
E742041
|
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: Hulu Langat District | Statement: [Sepang, borderedBy, Hulu Langat District]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Hulu Langat District Context triple: [Sepang, borderedBy, Hulu Langat District]
-
A.
Hulu Langat District
chosen
Hulu Langat District is an administrative district in the state of Selangor, Malaysia, known for its rapidly urbanizing towns, hilly landscapes, and proximity to the Kuala Lumpur metropolitan area.
-
B.
Rümlang
Rümlang is a municipality in the canton of Zurich in northern Switzerland, situated near Zurich Airport and characterized by a mix of residential areas, industry, and surrounding natural landscapes.
-
C.
Tampin District
Tampin District is an administrative district in the Malaysian state of Negeri Sembilan, known for its border location adjacent to Malacca and Johor.
-
D.
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.
-
E.
Kuala Pilah District
Kuala Pilah District is an inland administrative district in the Malaysian state of Negeri Sembilan, known for its traditional Minangkabau cultural heritage and rural landscapes.
- 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_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. |
Created at: March 30, 2026, 6:48 p.m.