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.