Triple

T3104297
Position Surface form Disambiguated ID Type / Status
Subject Korat, Thailand E64793 entity
Predicate roadNetworkConnection P11435 FINISHED
Object 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.
E327359 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: Mittraphap Road (Highway 2) | Statement: [Korat, Thailand, roadNetworkConnection, Mittraphap Road (Highway 2)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Mittraphap Road (Highway 2)
Context triple: [Korat, Thailand, roadNetworkConnection, Mittraphap Road (Highway 2)]
  • A. 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.
  • B. Kukum Highway
    Kukum Highway is a major roadway in Honiara, the capital city of the Solomon Islands, serving as one of its primary transport arteries.
  • C. 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.
  • D. National Highway 2
    National Highway 2 is a major roadway in northern Vietnam that connects Hanoi with several provinces to the northwest, serving as an important route for regional transport and trade.
  • E. National Highway 16
    National Highway 16 is a major Indian roadway running along the eastern coast, connecting key cities across multiple states as part of the country's primary highway network.
  • 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: Mittraphap Road (Highway 2)
Triple: [Korat, Thailand, roadNetworkConnection, Mittraphap Road (Highway 2)]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Mittraphap Road (Highway 2)
Target entity description: 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.
  • A. 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.
  • B. Kukum Highway
    Kukum Highway is a major roadway in Honiara, the capital city of the Solomon Islands, serving as one of its primary transport arteries.
  • C. 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.
  • D. National Highway 2
    National Highway 2 is a major roadway in northern Vietnam that connects Hanoi with several provinces to the northwest, serving as an important route for regional transport and trade.
  • E. National Highway 16
    National Highway 16 is a major Indian roadway running along the eastern coast, connecting key cities across multiple states as part of the country's primary highway network.
  • 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_69ad857eeaf48190b34ebfdaa7a264cf completed March 8, 2026, 2:19 p.m.
NER Named-entity recognition batch_69ada26f376c8190a049399e33314d52 completed March 8, 2026, 4:23 p.m.
NED1 Entity disambiguation (via context triple) batch_69b203846a108190a97c30c463e119b1 completed March 12, 2026, 12:06 a.m.
NEDg Description generation batch_69b20482147c8190852110e01c0988f3 completed March 12, 2026, 12:10 a.m.
NED2 Entity disambiguation (via description) batch_69b205d86ab0819084a352c0b634a026 completed March 12, 2026, 12:16 a.m.
Created at: March 8, 2026, 3:03 p.m.