Triple
T11135048
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Shah Alam |
E263387
|
entity |
| Predicate | hasHighwayAccess |
P385
|
FINISHED |
| Object | Federal Highway |
E762913
|
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: Federal Highway | Statement: [Shah Alam, hasHighwayAccess, Federal Highway]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Federal Highway Context triple: [Shah Alam, hasHighwayAccess, Federal Highway]
-
A.
Federal Highway
chosen
Federal Highway is a major Malaysian expressway that serves as a key arterial route connecting Kuala Lumpur with surrounding cities in the Klang Valley.
-
B.
Federal Highway
The Federal Highway is a major road in southeastern Australia that links Canberra in the Australian Capital Territory with the Hume Highway in New South Wales.
-
C.
H-2 Interstate Highway
H-2 Interstate Highway is a major freeway on the island of Oʻahu in Hawaii that connects the H-1 freeway near Pearl City to the central plateau area, serving military installations such as Schofield Barracks.
-
D.
Highway 5
Highway 5 is a major Finnish roadway that runs through eastern Finland, connecting several towns and regions including the municipality of Suomussalmi.
-
E.
National Freeway 1
National Freeway 1 is a major north–south expressway in Taiwan that connects key cities and regions, including the greater Taipei 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_69d6aa9c0ba08190bbd19c217489b755 |
completed | April 8, 2026, 7:21 p.m. |
| NER | Named-entity recognition | batch_69d7e85daddc8190a1ae2a4a75cc8d50 |
completed | April 9, 2026, 5:56 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69e441fa286881909a8279a8ea6944e7 |
completed | April 19, 2026, 2:46 a.m. |
Created at: April 8, 2026, 9:28 p.m.