Triple

T6499242
Position Surface form Disambiguated ID Type / Status
Subject Langfang E148838 entity
Predicate partOf P40 FINISHED
Object 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.
E600326 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: Bohai Economic Rim | Statement: [Langfang, partOf, Bohai Economic Rim]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Bohai Economic Rim
Context triple: [Langfang, partOf, Bohai Economic Rim]
  • A. Yangtze River Economic Belt
    The Yangtze River Economic Belt is a major national development corridor in China that integrates key cities and provinces along the Yangtze River to promote coordinated economic growth, industrial upgrading, and environmental protection.
  • 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. 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.
  • D. Beijing-Tianjin-Hebei region
    The Beijing-Tianjin-Hebei region is a key metropolitan and economic cluster in northern China that integrates the capital Beijing, the port city Tianjin, and surrounding areas of Hebei Province.
  • E. Northeast China industrial base
    The Northeast China industrial base is a major heavy-industry hub in China, historically centered on steel, machinery, petrochemicals, and manufacturing across key cities in Liaoning, Jilin, and Heilongjiang provinces.
  • 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: Bohai Economic Rim
Triple: [Langfang, partOf, Bohai Economic Rim]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Bohai Economic Rim
Target entity description: 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.
  • A. Yangtze River Economic Belt
    The Yangtze River Economic Belt is a major national development corridor in China that integrates key cities and provinces along the Yangtze River to promote coordinated economic growth, industrial upgrading, and environmental protection.
  • 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. 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.
  • D. Beijing-Tianjin-Hebei region
    The Beijing-Tianjin-Hebei region is a key metropolitan and economic cluster in northern China that integrates the capital Beijing, the port city Tianjin, and surrounding areas of Hebei Province.
  • E. Northeast China industrial base
    The Northeast China industrial base is a major heavy-industry hub in China, historically centered on steel, machinery, petrochemicals, and manufacturing across key cities in Liaoning, Jilin, and Heilongjiang provinces.
  • 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_69c687e9ad288190bae5bcac9c8ac855 completed March 27, 2026, 1:36 p.m.
NER Named-entity recognition batch_69c68ad1c46c819089db43e7c3a8d160 completed March 27, 2026, 1:49 p.m.
NED1 Entity disambiguation (via context triple) batch_69c6cb1f649c8190bcc26f15d7a4faca completed March 27, 2026, 6:23 p.m.
NEDg Description generation batch_69c6cd03c56c8190a0e7c69597ab8c83 completed March 27, 2026, 6:31 p.m.
NED2 Entity disambiguation (via description) batch_69c6cdfc23988190a4062abbcc312cb4 completed March 27, 2026, 6:35 p.m.
Created at: March 27, 2026, 1:41 p.m.