Triple

T8398006
Position Surface form Disambiguated ID Type / Status
Subject Sitiawan E198100 entity
Predicate roadNetwork P385 FINISHED
Object connected by Federal Route 5
Federal Route 5 is a major coastal trunk road in Peninsular Malaysia that links numerous towns and cities along the west coast, facilitating regional travel and commerce.
E730578 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: connected by Federal Route 5 | Statement: [Sitiawan, roadNetwork, connected by Federal Route 5]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: connected by Federal Route 5
Context triple: [Sitiawan, roadNetwork, connected by Federal Route 5]
  • A. connected by Mexican Federal Highway 15
    Mexican Federal Highway 15 is a major north–south highway in western Mexico that links key cities including Guadalajara with the U.S. border.
  • B. connected by Hunter Expressway
    Hunter Expressway is a major highway in New South Wales, Australia, that improves regional connectivity by linking inland centres such as Cessnock to the broader road network.
  • C. National Route 55
    National Route 55 was a former Australian national highway route designation that ran along parts of what is now known as the Castlereagh Highway and connected regional areas in New South Wales and Queensland.
  • D. connected to North–South Expressway
    The North–South Expressway is Malaysia’s primary interstate highway, running the length of Peninsular Malaysia and linking major cities and regions, including Ipoh.
  • E. C-55 road
    The C-55 road is a major regional highway in Catalonia, Spain, that connects the city of Manresa with other important towns and transport routes in the area.
  • 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: connected by Federal Route 5
Triple: [Sitiawan, roadNetwork, connected by Federal Route 5]
Generated description
Federal Route 5 is a major coastal trunk road in Peninsular Malaysia that links numerous towns and cities along the west coast, facilitating regional travel and commerce.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: connected by Federal Route 5
Target entity description: Federal Route 5 is a major coastal trunk road in Peninsular Malaysia that links numerous towns and cities along the west coast, facilitating regional travel and commerce.
  • A. connected by Mexican Federal Highway 15
    Mexican Federal Highway 15 is a major north–south highway in western Mexico that links key cities including Guadalajara with the U.S. border.
  • B. connected by Hunter Expressway
    Hunter Expressway is a major highway in New South Wales, Australia, that improves regional connectivity by linking inland centres such as Cessnock to the broader road network.
  • C. National Route 55
    National Route 55 was a former Australian national highway route designation that ran along parts of what is now known as the Castlereagh Highway and connected regional areas in New South Wales and Queensland.
  • D. connected to North–South Expressway
    The North–South Expressway is Malaysia’s primary interstate highway, running the length of Peninsular Malaysia and linking major cities and regions, including Ipoh.
  • E. C-55 road
    The C-55 road is a major regional highway in Catalonia, Spain, that connects the city of Manresa with other important towns and transport routes in the area.
  • 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_69ca82f816bc8190ab321c07d72208c1 completed March 30, 2026, 2:04 p.m.
NER Named-entity recognition batch_69cb818a8dc081908efd5d7f910322e7 completed March 31, 2026, 8:10 a.m.
NED1 Entity disambiguation (via context triple) batch_69cde867d21c8190b066a6c88273ec5a completed April 2, 2026, 3:54 a.m.
NEDg Description generation batch_69cdebfd60188190a1681344e2bf1e9e completed April 2, 2026, 4:09 a.m.
NED2 Entity disambiguation (via description) batch_69cded2fa42c8190bfbfc79caf38bf8e completed April 2, 2026, 4:14 a.m.
Created at: March 30, 2026, 6:04 p.m.