Triple

T11446736
Position Surface form Disambiguated ID Type / Status
Subject Rama IX Bridge E271284 entity
Predicate partOf P40 FINISHED
Object Bangkok expressway network
The Bangkok expressway network is an extensive system of elevated toll roads and bridges that helps alleviate traffic congestion and connect key districts across the Bangkok metropolitan area.
E917479 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: Bangkok expressway network | Statement: [Rama IX Bridge, partOf, Bangkok expressway network]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Bangkok expressway network
Context triple: [Rama IX Bridge, partOf, Bangkok expressway network]
  • A. Bangkok road network
    The Bangkok road network is the extensive system of streets, avenues, and bridges that supports the city’s dense urban traffic and connects its many districts across both sides of the Chao Phraya River.
  • B. Don Mueang Tollway
    Don Mueang Tollway is an elevated expressway in Bangkok that provides a major road link between central Bangkok and Don Mueang International Airport.
  • C. Bangkok rail transit network
    The Bangkok rail transit network is an integrated urban rail system in Bangkok, Thailand, comprising multiple rapid transit, commuter, and airport rail lines that connect key districts and surrounding areas.
  • D. Thai national highway network
    The Thai national highway network is an extensive system of major roads that connects cities, towns, and regions throughout Thailand, supporting both domestic transportation and international trade routes.
  • E. Thai Route 1
    Thai Route 1, also known as Phahonyothin Road, is one of Thailand’s primary national highways running from Bangkok northward to the Myanmar border.
  • 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: Bangkok expressway network
Triple: [Rama IX Bridge, partOf, Bangkok expressway network]
Generated description
The Bangkok expressway network is an extensive system of elevated toll roads and bridges that helps alleviate traffic congestion and connect key districts across the Bangkok metropolitan area.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Bangkok expressway network
Target entity description: The Bangkok expressway network is an extensive system of elevated toll roads and bridges that helps alleviate traffic congestion and connect key districts across the Bangkok metropolitan area.
  • A. Bangkok road network chosen
    The Bangkok road network is the extensive system of streets, avenues, and bridges that supports the city’s dense urban traffic and connects its many districts across both sides of the Chao Phraya River.
  • B. Don Mueang Tollway
    Don Mueang Tollway is an elevated expressway in Bangkok that provides a major road link between central Bangkok and Don Mueang International Airport.
  • C. Bangkok rail transit network
    The Bangkok rail transit network is an integrated urban rail system in Bangkok, Thailand, comprising multiple rapid transit, commuter, and airport rail lines that connect key districts and surrounding areas.
  • D. Thai national highway network
    The Thai national highway network is an extensive system of major roads that connects cities, towns, and regions throughout Thailand, supporting both domestic transportation and international trade routes.
  • E. Thai Route 1
    Thai Route 1, also known as Phahonyothin Road, is one of Thailand’s primary national highways running from Bangkok northward to the Myanmar border.
  • F. None of above.

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_69d6aadff8888190a13f253f0d460874 completed April 8, 2026, 7:22 p.m.
NER Named-entity recognition batch_69d81c6d4890819082fb4a670feb2629 completed April 9, 2026, 9:38 p.m.
NED1 Entity disambiguation (via context triple) batch_69e5d3bdafb08190aadf5d63facfedaf completed April 20, 2026, 7:20 a.m.
NEDg Description generation batch_69e5d7e46e248190aba139dc32185e2f completed April 20, 2026, 7:38 a.m.
NED2 Entity disambiguation (via description) batch_69e5e192297c8190992578f734e63427 completed April 20, 2026, 8:19 a.m.
Created at: April 8, 2026, 9:35 p.m.