Triple

T15474699
Position Surface form Disambiguated ID Type / Status
Subject China National Highway Network E376753 entity
Predicate hasPart P35 FINISHED
Object 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.
E1186949 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 327 | Statement: [China National Highway Network, hasPart, China National Highway 327]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: China National Highway 327
Context triple: [China National Highway Network, hasPart, China National Highway 327]
  • A. China National Highway 325
    China National Highway 325 is a major east–west trunk road in southern China that connects Guangzhou in Guangdong Province with Nanning in Guangxi, facilitating regional trade and transportation.
  • B. 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.
  • C. China National Highway 301
    China National Highway 301 is a major trunk road in northeastern China that runs close to the Russian border, connecting key cities in Heilongjiang Province and serving as an important route for regional transport and trade.
  • D. 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.
  • E. China National Highway 217
    China National Highway 217 is a major north–south trunk road in Xinjiang, China, running through diverse terrain to connect key cities and remote regions in the far west of the country.
  • 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 327
Triple: [China National Highway Network, hasPart, China National Highway 327]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: China National Highway 327
Target entity description: 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.
  • A. China National Highway 325
    China National Highway 325 is a major east–west trunk road in southern China that connects Guangzhou in Guangdong Province with Nanning in Guangxi, facilitating regional trade and transportation.
  • B. 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.
  • C. China National Highway 301
    China National Highway 301 is a major trunk road in northeastern China that runs close to the Russian border, connecting key cities in Heilongjiang Province and serving as an important route for regional transport and trade.
  • D. 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.
  • E. China National Highway 217
    China National Highway 217 is a major north–south trunk road in Xinjiang, China, running through diverse terrain to connect key cities and remote regions in the far west of the country.
  • 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_69d85cd21dcc81908646251b1c26ea00 completed April 10, 2026, 2:13 a.m.
NER Named-entity recognition batch_69e03f6e859481909c3d08343b7ad27c completed April 16, 2026, 1:46 a.m.
NED1 Entity disambiguation (via context triple) batch_69ffbe6287f48190a54d0d029dc503f8 completed May 9, 2026, 11:08 p.m.
NEDg Description generation batch_69ffbeedf5848190b942e4065b1dfdfd completed May 9, 2026, 11:10 p.m.
NED2 Entity disambiguation (via description) batch_69ffbf5476ac8190a29caa678f9d7444 completed May 9, 2026, 11:12 p.m.
Created at: April 10, 2026, 3:34 a.m.