Triple

T18181997
Position Surface form Disambiguated ID Type / Status
Subject Qinzhou E435308 entity
Predicate partOf P40 FINISHED
Object Guangxi coastal economic belt
The Guangxi coastal economic belt is a key regional development zone in southern China focused on port-centered industry, trade, and integration with ASEAN markets along the Beibu Gulf.
 E1310893 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: Guangxi coastal economic belt | Statement: [Qinzhou, partOf, Guangxi coastal economic belt]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Guangxi coastal economic belt
Context triple: [Qinzhou, partOf, Guangxi coastal economic belt]
  • A. Liaoning coastal economic belt
    The Liaoning coastal economic belt is a key Chinese regional development zone along the Bohai and Yellow Sea coasts of Liaoning Province, focused on heavy industry, port logistics, and export-oriented economic growth.
  • B. Huai River Economic Belt
    The Huai River Economic Belt is a major economic development zone in central-eastern China focused on coordinated industrial growth, urbanization, and ecological management along the Huai River basin.
  • C. Huaihai Economic Zone
    The Huaihai Economic Zone is a regional economic cooperation area in eastern China that promotes integrated development and industrial collaboration among several cities across Jiangsu, Shandong, Anhui, and Henan provinces.
  • D. East China coastal economic belt
    The East China coastal economic belt is a major economic region along China’s eastern seaboard characterized by dense urbanization, advanced manufacturing, and extensive international trade.
  • E. Bohai Economic Rim
    The Bohai Economic Rim is a major economic region in northeastern China centered around the Bohai Sea, encompassing key coastal and inland cities that drive industrial, logistical, and port-related development.
  • 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: Guangxi coastal economic belt
Triple: [Qinzhou, partOf, Guangxi coastal economic belt]
Generated description
The Guangxi coastal economic belt is a key regional development zone in southern China focused on port-centered industry, trade, and integration with ASEAN markets along the Beibu Gulf.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Guangxi coastal economic belt
Target entity description: The Guangxi coastal economic belt is a key regional development zone in southern China focused on port-centered industry, trade, and integration with ASEAN markets along the Beibu Gulf.
  • A. Liaoning coastal economic belt
    The Liaoning coastal economic belt is a key Chinese regional development zone along the Bohai and Yellow Sea coasts of Liaoning Province, focused on heavy industry, port logistics, and export-oriented economic growth.
  • B. Huai River Economic Belt
    The Huai River Economic Belt is a major economic development zone in central-eastern China focused on coordinated industrial growth, urbanization, and ecological management along the Huai River basin.
  • C. Huaihai Economic Zone
    The Huaihai Economic Zone is a regional economic cooperation area in eastern China that promotes integrated development and industrial collaboration among several cities across Jiangsu, Shandong, Anhui, and Henan provinces.
  • D. East China coastal economic belt
    The East China coastal economic belt is a major economic region along China’s eastern seaboard characterized by dense urbanization, advanced manufacturing, and extensive international trade.
  • E. Bohai Economic Rim
    The Bohai Economic Rim is a major economic region in northeastern China centered around the Bohai Sea, encompassing key coastal and inland cities that drive industrial, logistical, and port-related development.
  • 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_69d8b90c7ec081909b4694ccecb449c6 completed April 10, 2026, 8:47 a.m.
NER Named-entity recognition batch_69e4dffb3bc88190a627be9c444d5c7d completed April 19, 2026, 2 p.m.
NED1 Entity disambiguation (via context triple) batch_6a03980112908190bbc5371ce2b8a028 completed May 12, 2026, 9:13 p.m.
NEDg Description generation batch_6a0398dd1d50819087d16ad6f09ef063 completed May 12, 2026, 9:17 p.m.
NED2 Entity disambiguation (via description) batch_6a03998369648190ae2e84ba56827473 completed May 12, 2026, 9:20 p.m.
Created at: April 10, 2026, 10:31 a.m.