Triple

T7506524
Position Surface form Disambiguated ID Type / Status
Subject Chumphon province E177403 entity
Predicate hasMajorHighway P385 FINISHED
Object Phetkasem Road
Phetkasem Road is one of Thailand’s longest and most important highways, running from Bangkok through numerous southern provinces toward the Malaysian border.
 E671215 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: Phetkasem Road | Statement: [Chumphon province, hasMajorHighway, Phetkasem Road]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Phetkasem Road
Context triple: [Chumphon province, hasMajorHighway, Phetkasem Road]
  • A. Phahon Yothin Road
    Phahon Yothin Road is one of Bangkok’s major arterial roads, running north from the city center and serving as a key commercial and transportation corridor.
  • B. Rang Nam Road
    Rang Nam Road is a busy commercial street in Bangkok, Thailand, known for its restaurants, shops, and proximity to Victory Monument.
  • C. Ratchadamnoen Avenue
    Ratchadamnoen Avenue is a major ceremonial boulevard in Bangkok, Thailand, known for its historic architecture, political significance, and frequent role as a site of public demonstrations.
  • D. Vibhavadi Rangsit Road
    Vibhavadi Rangsit Road is a major highway in Bangkok, Thailand, serving as a key arterial route connecting the city center with its northern suburbs and important transport hubs.
  • E. Din Daeng Road
    Din Daeng Road is a major thoroughfare in Bangkok, Thailand, connecting the Victory Monument area with the Din Daeng district and serving as an important urban traffic artery.
  • 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: Phetkasem Road
Triple: [Chumphon province, hasMajorHighway, Phetkasem Road]
Generated description
Phetkasem Road is one of Thailand’s longest and most important highways, running from Bangkok through numerous southern provinces toward the Malaysian border.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Phetkasem Road
Target entity description: Phetkasem Road is one of Thailand’s longest and most important highways, running from Bangkok through numerous southern provinces toward the Malaysian border.
  • A. Phahon Yothin Road
    Phahon Yothin Road is one of Bangkok’s major arterial roads, running north from the city center and serving as a key commercial and transportation corridor.
  • B. Rang Nam Road
    Rang Nam Road is a busy commercial street in Bangkok, Thailand, known for its restaurants, shops, and proximity to Victory Monument.
  • C. Ratchadamnoen Avenue
    Ratchadamnoen Avenue is a major ceremonial boulevard in Bangkok, Thailand, known for its historic architecture, political significance, and frequent role as a site of public demonstrations.
  • D. Vibhavadi Rangsit Road
    Vibhavadi Rangsit Road is a major highway in Bangkok, Thailand, serving as a key arterial route connecting the city center with its northern suburbs and important transport hubs.
  • E. Din Daeng Road
    Din Daeng Road is a major thoroughfare in Bangkok, Thailand, connecting the Victory Monument area with the Din Daeng district and serving as an important urban traffic artery.
  • 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_69c69f276b108190af2cc790b6554544 completed March 27, 2026, 3:15 p.m.
NER Named-entity recognition batch_69c6f5b76a288190bb3608a5e3bfa212 completed March 27, 2026, 9:25 p.m.
NED1 Entity disambiguation (via context triple) batch_69c84ef2e4588190bedda247ed83bd88 completed March 28, 2026, 9:58 p.m.
NEDg Description generation batch_69c84f75ef048190a88cdfc1a068dab4 completed March 28, 2026, 10 p.m.
NED2 Entity disambiguation (via description) batch_69c84fffbaf881908a60d7b8325de023 completed March 28, 2026, 10:02 p.m.
Created at: March 27, 2026, 3:45 p.m.