Triple

T11500713
Position Surface form Disambiguated ID Type / Status
Subject Penang Bridge E272656 entity
Predicate partOf P40 FINISHED
Object Penang state road network
The Penang state road network is the system of highways, arterial roads, and related infrastructure that connects Penang Island and Seberang Perai, integrating major links such as the Penang Bridge into a cohesive regional transport network.
E929363 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: Penang state road network | Statement: [Penang Bridge, partOf, Penang state road network]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Penang state road network
Context triple: [Penang Bridge, partOf, Penang state road network]
  • A. Malaysia Federal Route E3
    Malaysia Federal Route E3 is a major expressway in southern Peninsular Malaysia that connects Johor Bahru to the Malaysia–Singapore Second Link, facilitating cross-border traffic between Malaysia and Singapore.
  • B. Kuantan Bypass
    Kuantan Bypass is a major roadway that diverts through-traffic around the city of Kuantan in Malaysia to ease congestion and improve regional connectivity.
  • C. Malaysian expressway network
    The Malaysian expressway network is a nationwide system of high-capacity, tolled and untolled highways that connects major cities, economic hubs, and regions across Peninsular Malaysia.
  • D. Butterworth–Kulim Expressway
    The Butterworth–Kulim Expressway is a major Malaysian highway linking the town of Kulim in Kedah to the coastal area of Butterworth in Penang, facilitating regional travel and commerce.
  • E. Seremban–Port Dickson Highway
    The Seremban–Port Dickson Highway is a major expressway in Negeri Sembilan, Malaysia, connecting the inland town of Seremban with the coastal resort area of Port Dickson.
  • 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: Penang state road network
Triple: [Penang Bridge, partOf, Penang state road network]
Generated description
The Penang state road network is the system of highways, arterial roads, and related infrastructure that connects Penang Island and Seberang Perai, integrating major links such as the Penang Bridge into a cohesive regional transport network.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Penang state road network
Target entity description: The Penang state road network is the system of highways, arterial roads, and related infrastructure that connects Penang Island and Seberang Perai, integrating major links such as the Penang Bridge into a cohesive regional transport network.
  • A. Malaysia Federal Route E3
    Malaysia Federal Route E3 is a major expressway in southern Peninsular Malaysia that connects Johor Bahru to the Malaysia–Singapore Second Link, facilitating cross-border traffic between Malaysia and Singapore.
  • B. Kuantan Bypass
    Kuantan Bypass is a major roadway that diverts through-traffic around the city of Kuantan in Malaysia to ease congestion and improve regional connectivity.
  • C. Malaysian expressway network
    The Malaysian expressway network is a nationwide system of high-capacity, tolled and untolled highways that connects major cities, economic hubs, and regions across Peninsular Malaysia.
  • D. Butterworth–Kulim Expressway
    The Butterworth–Kulim Expressway is a major Malaysian highway linking the town of Kulim in Kedah to the coastal area of Butterworth in Penang, facilitating regional travel and commerce.
  • E. Seremban–Port Dickson Highway
    The Seremban–Port Dickson Highway is a major expressway in Negeri Sembilan, Malaysia, connecting the inland town of Seremban with the coastal resort area of Port Dickson.
  • 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.