Triple

T17666908
Position Surface form Disambiguated ID Type / Status
Subject Chongzuo E440405 entity
Predicate highwayConnection P12245 FINISHED
Object China National Highway 322
China National Highway 322 is a major trunk road in southern China that runs through Guangxi, linking regional cities and facilitating transport toward the border with Vietnam.
 E1287863 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: China National Highway 322 | Statement: [Chongzuo, highwayConnection, China National Highway 322]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: China National Highway 322
Context triple: [Chongzuo, highwayConnection, China National Highway 322]
  • A. China National Highway 232
    China National Highway 232 is a major trunk road in China’s national highway system that provides regional connectivity across multiple provinces.
  • B. China National Highway 327
    China National Highway 327 is a major east–west trunk road in China that connects several provinces and cities as part of the national highway system.
  • C. China National Highway 329
    China National Highway 329 is a major east–west trunk road in eastern China that connects key cities and regions as part of the national highway system.
  • D. China National Highway 321
    China National Highway 321 is a major trunk road in China’s national highway system that connects several key cities and regions in the country’s southwest.
  • E. China National Highway 320
    China National Highway 320 is a major east–west trunk road in China that runs from Shanghai to Ruili in Yunnan Province, connecting the eastern coast to the southwestern 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: China National Highway 322
Triple: [Chongzuo, highwayConnection, China National Highway 322]
Generated description
China National Highway 322 is a major trunk road in southern China that runs through Guangxi, linking regional cities and facilitating transport toward the border with Vietnam.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: China National Highway 322
Target entity description: China National Highway 322 is a major trunk road in southern China that runs through Guangxi, linking regional cities and facilitating transport toward the border with Vietnam.
  • A. China National Highway 232
    China National Highway 232 is a major trunk road in China’s national highway system that provides regional connectivity across multiple provinces.
  • B. China National Highway 327
    China National Highway 327 is a major east–west trunk road in China that connects several provinces and cities as part of the national highway system.
  • C. China National Highway 329
    China National Highway 329 is a major east–west trunk road in eastern China that connects key cities and regions as part of the national highway system.
  • D. China National Highway 321
    China National Highway 321 is a major trunk road in China’s national highway system that connects several key cities and regions in the country’s southwest.
  • E. China National Highway 320
    China National Highway 320 is a major east–west trunk road in China that runs from Shanghai to Ruili in Yunnan Province, connecting the eastern coast to the southwestern border.
  • 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_69d8b9e87e18819087104a44dc4dc5b1 completed April 10, 2026, 8:50 a.m.
NER Named-entity recognition batch_69e46eaaaec8819086977d8a5210c44e completed April 19, 2026, 5:56 a.m.
NED1 Entity disambiguation (via context triple) batch_6a02f824d1188190a56342faea873f30 completed May 12, 2026, 9:51 a.m.
NEDg Description generation batch_6a02f94b4748819096a529f04525cf03 completed May 12, 2026, 9:56 a.m.
NED2 Entity disambiguation (via description) batch_6a02fa28ac0881909d9d4273ea576273 completed May 12, 2026, 10 a.m.
Created at: April 10, 2026, 9:57 a.m.