Triple

T6549848
Position Surface form Disambiguated ID Type / Status
Subject Trang E151101 entity
Predicate roadConnection P385 FINISHED
Object 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.
E605457 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: Highway 4 (Phetkasem Road) | Statement: [Trang, roadConnection, Highway 4 (Phetkasem Road)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Highway 4 (Phetkasem Road)
Context triple: [Trang, roadConnection, Highway 4 (Phetkasem Road)]
  • A. Mittraphap Road (Highway 2)
    Mittraphap Road (Highway 2) is a major highway in northeastern Thailand that serves as a key route linking Bangkok with Nakhon Ratchasima (Korat) and the Isan region.
  • 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. N-40 National Highway
    N-40 National Highway is a major road in Pakistan that connects parts of Balochistan, including towns like Dalbandin, to the broader national highway network.
  • D. 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.
  • E. Pali Highway
    Pali Highway is a major scenic roadway on the island of Oʻahu that connects Honolulu with the windward side, including the town of Kailua.
  • 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: Highway 4 (Phetkasem Road)
Triple: [Trang, roadConnection, Highway 4 (Phetkasem Road)]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Highway 4 (Phetkasem Road)
Target entity description: 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.
  • A. Mittraphap Road (Highway 2)
    Mittraphap Road (Highway 2) is a major highway in northeastern Thailand that serves as a key route linking Bangkok with Nakhon Ratchasima (Korat) and the Isan region.
  • 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. N-40 National Highway
    N-40 National Highway is a major road in Pakistan that connects parts of Balochistan, including towns like Dalbandin, to the broader national highway network.
  • D. 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.
  • E. Pali Highway
    Pali Highway is a major scenic roadway on the island of Oʻahu that connects Honolulu with the windward side, including the town of Kailua.
  • 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_69c687f3fd60819083bfa583e5bcfa71 completed March 27, 2026, 1:36 p.m.
NER Named-entity recognition batch_69c6ae04affc8190826ee033849f2d42 completed March 27, 2026, 4:19 p.m.
NED1 Entity disambiguation (via context triple) batch_69c6d55113408190b96baf2747f36e3c completed March 27, 2026, 7:06 p.m.
NEDg Description generation batch_69c6d82753288190bb8cd18254feee2d completed March 27, 2026, 7:19 p.m.
NED2 Entity disambiguation (via description) batch_69c6d92bc2508190b0e1eaf8b46c958e completed March 27, 2026, 7:23 p.m.
Created at: March 27, 2026, 1:51 p.m.