Triple
T11500714
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Penang Bridge |
E272656
|
entity |
| Predicate | maintainedBy |
P86
|
FINISHED |
| Object |
PLUS Expressways
PLUS Expressways is a major Malaysian highway concessionaire and operator responsible for managing and maintaining key expressways and bridges across the country.
|
E929364
|
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: PLUS Expressways | Statement: [Penang Bridge, maintainedBy, PLUS Expressways]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: PLUS Expressways Context triple: [Penang Bridge, maintainedBy, PLUS Expressways]
-
A.
TEXpress Lanes
TEXpress Lanes are a network of dynamically priced managed toll lanes in North Texas designed to reduce congestion and provide faster travel options alongside existing highways.
-
B.
Sprint Expressway
Sprint Expressway is a major urban expressway in the Klang Valley region of Malaysia that connects Petaling Jaya with key parts of Kuala Lumpur and surrounding suburbs.
-
C.
Northern Expressway
Northern Expressway is a major segment of Interstate 93 in the northeastern United States, serving as a key highway corridor through the Boston metropolitan area.
-
D.
Southeast Expressway
The Southeast Expressway is a major freeway segment in the Boston, Massachusetts area that carries heavy commuter traffic between the city and its southern suburbs.
-
E.
91 Express Lanes
91 Express Lanes are a set of privately developed and dynamically tolled express lanes in the median of California’s State Route 91 designed to reduce congestion between Orange and Riverside counties.
- 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: PLUS Expressways Triple: [Penang Bridge, maintainedBy, PLUS Expressways]
Generated description
PLUS Expressways is a major Malaysian highway concessionaire and operator responsible for managing and maintaining key expressways and bridges across the country.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: PLUS Expressways Target entity description: PLUS Expressways is a major Malaysian highway concessionaire and operator responsible for managing and maintaining key expressways and bridges across the country.
-
A.
TEXpress Lanes
TEXpress Lanes are a network of dynamically priced managed toll lanes in North Texas designed to reduce congestion and provide faster travel options alongside existing highways.
-
B.
Sprint Expressway
Sprint Expressway is a major urban expressway in the Klang Valley region of Malaysia that connects Petaling Jaya with key parts of Kuala Lumpur and surrounding suburbs.
-
C.
Northern Expressway
Northern Expressway is a major segment of Interstate 93 in the northeastern United States, serving as a key highway corridor through the Boston metropolitan area.
-
D.
Southeast Expressway
The Southeast Expressway is a major freeway segment in the Boston, Massachusetts area that carries heavy commuter traffic between the city and its southern suburbs.
-
E.
91 Express Lanes
91 Express Lanes are a set of privately developed and dynamically tolled express lanes in the median of California’s State Route 91 designed to reduce congestion between Orange and Riverside counties.
- 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_69d6aae1b09881909ce2ded3fa0c14fa |
completed | April 8, 2026, 7:22 p.m. |
| NER | Named-entity recognition | batch_69d85de3e9c881909d6c55334f7a832d |
completed | April 10, 2026, 2:18 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69e604bc1d3c81908497f1d19dcc2167 |
completed | April 20, 2026, 10:49 a.m. |
| NEDg | Description generation | batch_69e610a82c308190927158dbd566b0d4 |
completed | April 20, 2026, 11:40 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69e61853a3b48190b0d132761e9be69c |
completed | April 20, 2026, 12:13 p.m. |
Created at: April 8, 2026, 9:36 p.m.