Triple
T12152870
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Johor Bahru Sentral railway station |
E289500
|
entity |
| Predicate | partOf |
P40
|
FINISHED |
| Object |
Johor Bahru Sentral transport hub complex
Johor Bahru Sentral transport hub complex is a major integrated transit and commercial center in Johor Bahru, Malaysia, combining rail, bus, and cross-border transport services with retail and other urban amenities.
|
E289500
|
NE FINISHED |
How this triple was built (4 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: Johor Bahru Sentral transport hub complex | Statement: [Johor Bahru Sentral railway station, partOf, Johor Bahru Sentral transport hub complex]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Johor Bahru Sentral transport hub complex Context triple: [Johor Bahru Sentral railway station, partOf, Johor Bahru Sentral transport hub complex]
-
A.
Johor Bahru City Square
Johor Bahru City Square is a major shopping mall and commercial complex in downtown Johor Bahru, Malaysia, popular for its retail outlets, dining options, and proximity to the Singapore border.
-
B.
Istana Besar Johor Bahru
Istana Besar Johor Bahru is a grand 19th-century royal palace in Johor Bahru, Malaysia, serving as a key symbol of the Johor monarchy and its heritage.
-
C.
Kuala Lumpur Sentral
Kuala Lumpur Sentral is the main railway and transit hub of Kuala Lumpur, Malaysia, integrating multiple train, metro, and bus services with commercial and business developments.
-
D.
Kuala Lumpur City Centre
Kuala Lumpur City Centre is a prominent mixed-use development in central Kuala Lumpur, best known for housing the Petronas Twin Towers, major shopping, office, and recreational facilities.
-
E.
Johor Bahru Sentral railway station
Johor Bahru Sentral railway station is the main integrated rail and transit hub in Johor Bahru, Malaysia, serving as a key gateway between Malaysia and Singapore.
- F. None of above. chosen
- G. Unsure - the case is ambiguous/there is not enough information to decide.
NEDg
Description generation
gpt-5.1
Instruction
Generate a one-sentence description of the target entity. You are given a context triple in the form (subject, predicate, object), where the object is the target entity. # Instructions Use the triple to infer relevant information about the entity. Describe the entity based on what is most defining, well-known. Avoid repeating the information from the triple, unless really essential. # Response Format Return only the sentence: "Description: [one-sentence description of the target entity]"
Input
Entity: Johor Bahru Sentral transport hub complex Triple: [Johor Bahru Sentral railway station, partOf, Johor Bahru Sentral transport hub complex]
Generated description
Johor Bahru Sentral transport hub complex is a major integrated transit and commercial center in Johor Bahru, Malaysia, combining rail, bus, and cross-border transport services with retail and other urban amenities.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Johor Bahru Sentral transport hub complex Target entity description: Johor Bahru Sentral transport hub complex is a major integrated transit and commercial center in Johor Bahru, Malaysia, combining rail, bus, and cross-border transport services with retail and other urban amenities.
-
A.
Johor Bahru City Square
Johor Bahru City Square is a major shopping mall and commercial complex in downtown Johor Bahru, Malaysia, popular for its retail outlets, dining options, and proximity to the Singapore border.
-
B.
Istana Besar Johor Bahru
Istana Besar Johor Bahru is a grand 19th-century royal palace in Johor Bahru, Malaysia, serving as a key symbol of the Johor monarchy and its heritage.
-
C.
Kuala Lumpur Sentral
Kuala Lumpur Sentral is the main railway and transit hub of Kuala Lumpur, Malaysia, integrating multiple train, metro, and bus services with commercial and business developments.
-
D.
Kuala Lumpur City Centre
Kuala Lumpur City Centre is a prominent mixed-use development in central Kuala Lumpur, best known for housing the Petronas Twin Towers, major shopping, office, and recreational facilities.
-
E.
Johor Bahru Sentral railway station
chosen
Johor Bahru Sentral railway station is the main integrated rail and transit hub in Johor Bahru, Malaysia, serving as a key gateway between Malaysia and Singapore.
- F. None of above.
Provenance (5 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_69d6ab4c6710819097a9d228382dde43 |
completed | April 8, 2026, 7:23 p.m. |
| NER | Named-entity recognition | batch_69d915bf615c8190ad5f8ae8665678dc |
completed | April 10, 2026, 3:22 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f5f69aa2e88190aaa58468571d6dad |
completed | May 2, 2026, 1:05 p.m. |
| NEDg | Description generation | batch_69f601e0777081909e1212436680a10d |
completed | May 2, 2026, 1:53 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69f602a21f948190849839301f49d55a |
completed | May 2, 2026, 1:56 p.m. |
Created at: April 8, 2026, 9:49 p.m.