Triple
T9630268
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Kluang |
E232783
|
entity |
| Predicate | hasRoadConnection |
P385
|
FINISHED |
| Object | North–South Expressway (via nearby exits) |
E672745
|
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: North–South Expressway (via nearby exits) | Statement: [Kluang, hasRoadConnection, North–South Expressway (via nearby exits)]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: North–South Expressway (via nearby exits) Context triple: [Kluang, hasRoadConnection, North–South Expressway (via nearby exits)]
-
A.
A66 motorway (via nearby exits)
The A66 motorway is a major German autobahn in the state of Hesse that connects the Frankfurt am Main area with Wiesbaden and the Rhine-Main region.
-
B.
North–South Expressway network
chosen
The North–South Expressway network is Malaysia’s primary controlled-access highway system that spans the length of Peninsular Malaysia, linking major cities and border crossings, including routes to Singapore.
-
C.
Western Peripheral Expressway
The Western Peripheral Expressway is a major orbital highway in India that helps divert traffic around Delhi by connecting key routes in the National Capital Region.
-
D.
Eastern Peripheral Expressway
The Eastern Peripheral Expressway is a high-speed, access-controlled ring road that diverts traffic around Delhi to reduce congestion and pollution in the National Capital Region.
-
E.
N2 freeway (nearby)
The N2 freeway near Umtentweni is a major national route along South Africa’s east coast that provides key regional and long-distance road access.
- 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_69ca848940cc8190b97cec654cb3bb4a |
completed | March 30, 2026, 2:11 p.m. |
| NER | Named-entity recognition | batch_69cd9b01863c8190a9ec4684804f96bc |
completed | April 1, 2026, 10:24 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d1798bf4f081908fd3731783e441c1 |
completed | April 4, 2026, 8:50 p.m. |
Created at: March 30, 2026, 8:11 p.m.