Triple

T6978255
Position Surface form Disambiguated ID Type / Status
Subject Yantai E161767 entity
Predicate hasIndustrialZone P13026 FINISHED
Object Yantai Economic and Technological Development Zone
Yantai Economic and Technological Development Zone is a major coastal industrial and high-tech development area in Yantai, Shandong Province, designed to attract foreign investment and promote export-oriented manufacturing.
 E633554 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: Yantai Economic and Technological Development Zone | Statement: [Yantai, hasIndustrialZone, Yantai Economic and Technological Development Zone]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Yantai Economic and Technological Development Zone
Context triple: [Yantai, hasIndustrialZone, Yantai Economic and Technological Development Zone]
  • A. Dongying District
    Dongying District is the central urban district and administrative seat of Dongying City in Shandong Province, China.
  • B. Zhifu District, Yantai
    Zhifu District is the central urban district and historic core of Yantai, a coastal city on China’s Shandong Peninsula known for its port, commerce, and seaside tourism.
  • C. Dongying
    Dongying is a coastal prefecture-level city in Shandong Province, eastern China, known as the headquarters of the China National Petroleum Corporation and for its location at the mouth of the Yellow River.
  • D. Muping District, Yantai
    Muping District is a coastal urban district of Yantai in eastern Shandong Province, China, known for its maritime economy and location on the Shandong Peninsula.
  • E. Yantai
    Yantai is a coastal city in Shandong Province, China, known for its port, wine production, and scenic beaches along the Bohai Sea.
  • 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: Yantai Economic and Technological Development Zone
Triple: [Yantai, hasIndustrialZone, Yantai Economic and Technological Development Zone]
Generated description
Yantai Economic and Technological Development Zone is a major coastal industrial and high-tech development area in Yantai, Shandong Province, designed to attract foreign investment and promote export-oriented manufacturing.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Yantai Economic and Technological Development Zone
Target entity description: Yantai Economic and Technological Development Zone is a major coastal industrial and high-tech development area in Yantai, Shandong Province, designed to attract foreign investment and promote export-oriented manufacturing.
  • A. Dongying District
    Dongying District is the central urban district and administrative seat of Dongying City in Shandong Province, China.
  • B. Zhifu District, Yantai
    Zhifu District is the central urban district and historic core of Yantai, a coastal city on China’s Shandong Peninsula known for its port, commerce, and seaside tourism.
  • C. Dongying
    Dongying is a coastal prefecture-level city in Shandong Province, eastern China, known as the headquarters of the China National Petroleum Corporation and for its location at the mouth of the Yellow River.
  • D. Muping District, Yantai
    Muping District is a coastal urban district of Yantai in eastern Shandong Province, China, known for its maritime economy and location on the Shandong Peninsula.
  • E. Yantai
    Yantai is a coastal city in Shandong Province, China, known for its port, wine production, and scenic beaches along the Bohai Sea.
  • 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_69c68854a0d88190bc0bf82263f1afce completed March 27, 2026, 1:38 p.m.
NER Named-entity recognition batch_69c6db68d25c8190a1776908619ad979 completed March 27, 2026, 7:32 p.m.
NED1 Entity disambiguation (via context triple) batch_69c761b614e88190877455edd5f64cf1 completed March 28, 2026, 5:05 a.m.
NEDg Description generation batch_69c7629031608190b1ef76e969c97925 completed March 28, 2026, 5:09 a.m.
NED2 Entity disambiguation (via description) batch_69c76329a47081909b47894ba0e1cad1 completed March 28, 2026, 5:12 a.m.
Created at: March 27, 2026, 2:31 p.m.