Triple

T18181999
Position Surface form Disambiguated ID Type / Status
Subject Qinzhou E435308 entity
Predicate hasIndustrialZone P13026 FINISHED
Object Qinzhou Free Trade Port Area — NE NERFINISHED

How this triple was built (3 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: Qinzhou Free Trade Port Area | Statement: [Qinzhou, hasIndustrialZone, Qinzhou Free Trade Port Area]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Qinzhou Free Trade Port Area
Context triple: [Qinzhou, hasIndustrialZone, Qinzhou Free Trade Port Area]
  • A. Qinzhou Port Economic and Technological Development Zone
    Qinzhou Port Economic and Technological Development Zone is a major coastal industrial and logistics hub in Guangxi, China, focused on port-related manufacturing, trade, and export-oriented economic development.
  • B. China (Guangdong) Pilot Free Trade Zone
    The China (Guangdong) Pilot Free Trade Zone is a key national-level free trade area in Guangdong Province designed to pioneer trade, investment, and financial liberalization and deepen economic integration with Hong Kong and Macao.
  • C. Qinzhou Port
    Qinzhou Port is a major seaport and logistics hub on the Beibu Gulf in southern China, serving as a key gateway for trade between western China and Southeast Asia.
  • D. Shantou Special Economic Zone
    Shantou Special Economic Zone is a coastal economic development area in Guangdong Province, China, established to attract foreign investment and promote export-oriented industrial growth.
  • E. Haikou Special Economic Zone
    Haikou Special Economic Zone is a designated economic development area in Haikou, the capital of China’s Hainan Province, created to attract investment and promote trade-oriented, market-driven growth.
  • F. None of above. chosen
  • G. Unsure - the case is ambiguous/there is not enough information to decide.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Qinzhou Free Trade Port Area
Target entity description: Qinzhou Free Trade Port Area is a major coastal industrial and logistics hub in Guangxi, China, focused on international trade, port services, and export-oriented manufacturing.
  • A. Qinzhou Port Economic and Technological Development Zone chosen
    Qinzhou Port Economic and Technological Development Zone is a major coastal industrial and logistics hub in Guangxi, China, focused on port-related manufacturing, trade, and export-oriented economic development.
  • B. China (Guangdong) Pilot Free Trade Zone
    The China (Guangdong) Pilot Free Trade Zone is a key national-level free trade area in Guangdong Province designed to pioneer trade, investment, and financial liberalization and deepen economic integration with Hong Kong and Macao.
  • C. Qinzhou Port
    Qinzhou Port is a major seaport and logistics hub on the Beibu Gulf in southern China, serving as a key gateway for trade between western China and Southeast Asia.
  • D. Shantou Special Economic Zone
    Shantou Special Economic Zone is a coastal economic development area in Guangdong Province, China, established to attract foreign investment and promote export-oriented industrial growth.
  • E. Haikou Special Economic Zone
    Haikou Special Economic Zone is a designated economic development area in Haikou, the capital of China’s Hainan Province, created to attract investment and promote trade-oriented, market-driven growth.
  • F. None of above.

Provenance (2 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_69d8b90c7ec081909b4694ccecb449c6 completed April 10, 2026, 8:47 a.m.
NER Named-entity recognition batch_69e4dffb3bc88190a627be9c444d5c7d completed April 19, 2026, 2 p.m.
Created at: April 10, 2026, 10:31 a.m.