Triple

T7676923
Position Surface form Disambiguated ID Type / Status
Subject Thai Route 12 E173884 entity
Predicate partOf P40 FINISHED
Object 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.
E680725 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: Thai national highway network | Statement: [Thai Route 12, partOf, Thai national highway network]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Thai national highway network
Context triple: [Thai Route 12, partOf, Thai national highway network]
  • A. Thai Route 12
    Thai Route 12 is a major east–west highway in Thailand that spans the country from the Myanmar border near Mae Sot to the Laotian border, serving as an important transnational transport corridor.
  • B. Asian Highway Network
    The Asian Highway Network is a cooperative international road system spanning numerous countries across Asia to improve regional connectivity and promote trade and travel.
  • C. 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.
  • D. Highway 4 (Phetkasem Road)
    Highway 4 (Phetkasem Road) is one of Thailand’s major national highways, running from Bangkok down the western and southern regions of the country and serving as a key route to numerous southern provinces.
  • E. North–South Expressway network
    The North–South Expressway network is Malaysia’s primary controlled-access highway system that spans the length of Peninsular Malaysia, linking major cities and border crossings, including routes to Singapore.
  • 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: Thai national highway network
Triple: [Thai Route 12, partOf, Thai national highway network]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Thai national highway network
Target entity description: 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.
  • A. Thai Route 12
    Thai Route 12 is a major east–west highway in Thailand that spans the country from the Myanmar border near Mae Sot to the Laotian border, serving as an important transnational transport corridor.
  • B. Asian Highway Network
    The Asian Highway Network is a cooperative international road system spanning numerous countries across Asia to improve regional connectivity and promote trade and travel.
  • C. 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.
  • D. Highway 4 (Phetkasem Road)
    Highway 4 (Phetkasem Road) is one of Thailand’s major national highways, running from Bangkok down the western and southern regions of the country and serving as a key route to numerous southern provinces.
  • E. North–South Expressway network
    The North–South Expressway network is Malaysia’s primary controlled-access highway system that spans the length of Peninsular Malaysia, linking major cities and border crossings, including routes to Singapore.
  • 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_69c6995703e0819081de77361b602e78 completed March 27, 2026, 2:51 p.m.
NER Named-entity recognition batch_69c701fbb4788190adf1e2d39be358c1 completed March 27, 2026, 10:17 p.m.
NED1 Entity disambiguation (via context triple) batch_69c8a240057081908826a5371ef5215b completed March 29, 2026, 3:53 a.m.
NEDg Description generation batch_69c8a2d073b08190a056e23cfdf13983 completed March 29, 2026, 3:56 a.m.
NED2 Entity disambiguation (via description) batch_69c8a37fabe481908c7da8a5d71a3f1c completed March 29, 2026, 3:58 a.m.
Created at: March 27, 2026, 4:01 p.m.