Triple

T7821947
Position Surface form Disambiguated ID Type / Status
Subject Binhai New Area E181151 entity
Predicate contains P35 FINISHED
Object Tianjin Airport Economic Area
Tianjin Airport Economic Area is a major industrial and logistics hub in Tianjin focused on aviation-related industries, high-tech manufacturing, and modern services.
 E698420 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: Tianjin Airport Economic Area | Statement: [Binhai New Area, contains, Tianjin Airport Economic Area]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Tianjin Airport Economic Area
Context triple: [Binhai New Area, contains, Tianjin Airport Economic Area]
  • A. Tianjin Economic-Technological Development Area
    Tianjin Economic-Technological Development Area is a major industrial and high-tech development zone in Tianjin, China, known for its advanced manufacturing, foreign investment, and export-oriented economy.
  • B. Tianjin Port Free Trade Zone
    Tianjin Port Free Trade Zone is a major special economic and logistics hub in Tianjin, China, offering preferential trade and investment policies to support international commerce and port-related industries.
  • C. Tianjin Binhai International Airport
    Tianjin Binhai International Airport is a major air transport hub serving the city of Tianjin and the wider Beijing–Tianjin–Hebei region in northern China.
  • D. Beijing Economic-Technological Development Area
    Beijing Economic-Technological Development Area is a major industrial and high-tech zone in southeastern Beijing, known for its concentration of advanced manufacturing, technology companies, and modern infrastructure.
  • E. Binhai New Area
    Binhai New Area is a major coastal economic and technological development zone of Tianjin, China, known as a key hub for advanced manufacturing, finance, and international trade.
  • 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: Tianjin Airport Economic Area
Triple: [Binhai New Area, contains, Tianjin Airport Economic Area]
Generated description
Tianjin Airport Economic Area is a major industrial and logistics hub in Tianjin focused on aviation-related industries, high-tech manufacturing, and modern services.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Tianjin Airport Economic Area
Target entity description: Tianjin Airport Economic Area is a major industrial and logistics hub in Tianjin focused on aviation-related industries, high-tech manufacturing, and modern services.
  • A. Tianjin Economic-Technological Development Area
    Tianjin Economic-Technological Development Area is a major industrial and high-tech development zone in Tianjin, China, known for its advanced manufacturing, foreign investment, and export-oriented economy.
  • B. Tianjin Port Free Trade Zone
    Tianjin Port Free Trade Zone is a major special economic and logistics hub in Tianjin, China, offering preferential trade and investment policies to support international commerce and port-related industries.
  • C. Tianjin Binhai International Airport
    Tianjin Binhai International Airport is a major air transport hub serving the city of Tianjin and the wider Beijing–Tianjin–Hebei region in northern China.
  • D. Beijing Economic-Technological Development Area
    Beijing Economic-Technological Development Area is a major industrial and high-tech zone in southeastern Beijing, known for its concentration of advanced manufacturing, technology companies, and modern infrastructure.
  • E. Binhai New Area
    Binhai New Area is a major coastal economic and technological development zone of Tianjin, China, known as a key hub for advanced manufacturing, finance, and international trade.
  • 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_69ca828153f48190bdb27ac46f8e0745 completed March 30, 2026, 2:02 p.m.
NER Named-entity recognition batch_69cafa083fe88190a77efb7cfee4bd6f completed March 30, 2026, 10:32 p.m.
NED1 Entity disambiguation (via context triple) batch_69cb5a66c1c0819087ce9890f28bb022 completed March 31, 2026, 5:23 a.m.
NEDg Description generation batch_69cb5f1afe0c8190916c7a9b2eab9270 completed March 31, 2026, 5:43 a.m.
NED2 Entity disambiguation (via description) batch_69cb764973f88190964f91ee7e3fdc06 completed March 31, 2026, 7:22 a.m.
Created at: March 30, 2026, 4:41 p.m.