Triple
T11422671
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Ampang Jaya |
E270663
|
entity |
| Predicate | borders |
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: [Ampang Jaya, borders, Hulu Langat District]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Hulu Langat District Context triple: [Ampang Jaya, borders, 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.
Kuala Langat District
Kuala Langat District is an administrative district in the state of Selangor, Malaysia, known for its coastal areas along the Straits of Malacca and a mix of rural settlements, plantations, and growing urban development.
-
C.
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.
-
D.
Klang District
Klang District is an administrative district in the state of Selangor, Malaysia, centered on the historic royal town and major port city of Klang.
-
E.
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.
- 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_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. |
Created at: April 8, 2026, 9:34 p.m.