Triple
T3502176
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Tower 2 |
E73993
|
entity |
| Predicate | hasStructuralEngineer |
P33071
|
FINISHED |
| Object |
Ranhill Bersekutu
Ranhill Bersekutu is a Malaysian engineering consultancy firm known for providing structural and civil engineering services for major building and infrastructure projects.
|
E364191
|
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: Ranhill Bersekutu | Statement: [Tower 2, hasStructuralEngineer, Ranhill Bersekutu]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Ranhill Bersekutu Context triple: [Tower 2, hasStructuralEngineer, Ranhill Bersekutu]
-
A.
Anak Bukit
Anak Bukit is a suburb of Alor Setar in the Malaysian state of Kedah, known primarily as the location of the Sultan of Kedah’s official residence.
-
B.
Fraser's Hill
Fraser's Hill is a colonial-era hill station and popular cool-climate retreat in the Titiwangsa Mountains of Peninsular Malaysia, known for its lush rainforest, birdwatching, and heritage architecture.
-
C.
Ampang Jaya
Ampang Jaya is a suburban municipality in the state of Selangor, Malaysia, forming part of the greater Kuala Lumpur metropolitan area.
-
D.
Bukit Jalil
Bukit Jalil is a suburb in the southern part of Kuala Lumpur, Malaysia, known for its major sports facilities, residential developments, and accessibility via public transit.
-
E.
Genting Highlands
Genting Highlands is a popular Malaysian hill resort known for its cool climate, casinos, theme parks, and entertainment complexes.
- 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: Ranhill Bersekutu Triple: [Tower 2, hasStructuralEngineer, Ranhill Bersekutu]
Generated description
Ranhill Bersekutu is a Malaysian engineering consultancy firm known for providing structural and civil engineering services for major building and infrastructure projects.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Ranhill Bersekutu Target entity description: Ranhill Bersekutu is a Malaysian engineering consultancy firm known for providing structural and civil engineering services for major building and infrastructure projects.
-
A.
Anak Bukit
Anak Bukit is a suburb of Alor Setar in the Malaysian state of Kedah, known primarily as the location of the Sultan of Kedah’s official residence.
-
B.
Fraser's Hill
Fraser's Hill is a colonial-era hill station and popular cool-climate retreat in the Titiwangsa Mountains of Peninsular Malaysia, known for its lush rainforest, birdwatching, and heritage architecture.
-
C.
Ampang Jaya
Ampang Jaya is a suburban municipality in the state of Selangor, Malaysia, forming part of the greater Kuala Lumpur metropolitan area.
-
D.
Bukit Jalil
Bukit Jalil is a suburb in the southern part of Kuala Lumpur, Malaysia, known for its major sports facilities, residential developments, and accessibility via public transit.
-
E.
Genting Highlands
Genting Highlands is a popular Malaysian hill resort known for its cool climate, casinos, theme parks, and entertainment complexes.
- F. None of above. chosen
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_69ad85ce7a9c81909ddc5cf0cb67a6e3 |
completed | March 8, 2026, 2:21 p.m. |
| NER | Named-entity recognition | batch_69adbbef47988190b5b3fe2e452b9ac8 |
completed | March 8, 2026, 6:11 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b373d88dc08190a8508f990b01cf03 |
completed | March 13, 2026, 2:18 a.m. |
| NEDg | Description generation | batch_69b3779133788190a17b2d8a51587682 |
completed | March 13, 2026, 2:33 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69b377facc048190849ccd4ddcd9b442 |
completed | March 13, 2026, 2:35 a.m. |
Created at: March 8, 2026, 3:18 p.m.