Triple

T2331268
Position Surface form Disambiguated ID Type / Status
Subject Thu Duc City E44206 entity
Predicate contains P35 FINISHED
Object Linh Trung Export Processing Zone
Linh Trung Export Processing Zone is a major industrial and export-processing hub in Thu Duc City, Ho Chi Minh City, hosting numerous manufacturing and foreign-invested enterprises.
E256859 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: Linh Trung Export Processing Zone | Statement: [Thu Duc City, contains, Linh Trung Export Processing Zone]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Linh Trung Export Processing Zone
Context triple: [Thu Duc City, contains, Linh Trung Export Processing Zone]
  • A. Jinqiao Export Processing Zone
    Jinqiao Export Processing Zone is a major industrial and high-tech manufacturing hub in Shanghai’s Pudong district, known for attracting foreign investment and export-oriented enterprises.
  • B. Dinh Vu – Cat Hai Economic Zone
    Dinh Vu – Cat Hai Economic Zone is a major coastal industrial and logistics hub in Hai Phong, Vietnam, featuring deep-sea port facilities and large-scale manufacturing and service complexes.
  • C. Jinshan Industrial Zone
    Jinshan Industrial Zone is a major industrial area in Shanghai known for its concentration of large-scale manufacturing and petrochemical enterprises.
  • D. Keihin Industrial Zone
    The Keihin Industrial Zone is a major Japanese industrial and port area spanning parts of Tokyo and Kanagawa Prefecture, known for its heavy manufacturing, petrochemical complexes, and logistics facilities along Tokyo Bay.
  • E. Xinzhuang Industrial Park
    Xinzhuang Industrial Park is a major industrial and technological development zone located in Shanghai’s Minhang District, hosting a concentration of manufacturing and high-tech enterprises.
  • 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: Linh Trung Export Processing Zone
Triple: [Thu Duc City, contains, Linh Trung Export Processing Zone]
Generated description
Linh Trung Export Processing Zone is a major industrial and export-processing hub in Thu Duc City, Ho Chi Minh City, hosting numerous manufacturing and foreign-invested enterprises.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Linh Trung Export Processing Zone
Target entity description: Linh Trung Export Processing Zone is a major industrial and export-processing hub in Thu Duc City, Ho Chi Minh City, hosting numerous manufacturing and foreign-invested enterprises.
  • A. Jinqiao Export Processing Zone
    Jinqiao Export Processing Zone is a major industrial and high-tech manufacturing hub in Shanghai’s Pudong district, known for attracting foreign investment and export-oriented enterprises.
  • B. Dinh Vu – Cat Hai Economic Zone
    Dinh Vu – Cat Hai Economic Zone is a major coastal industrial and logistics hub in Hai Phong, Vietnam, featuring deep-sea port facilities and large-scale manufacturing and service complexes.
  • C. Jinshan Industrial Zone
    Jinshan Industrial Zone is a major industrial area in Shanghai known for its concentration of large-scale manufacturing and petrochemical enterprises.
  • D. Keihin Industrial Zone
    The Keihin Industrial Zone is a major Japanese industrial and port area spanning parts of Tokyo and Kanagawa Prefecture, known for its heavy manufacturing, petrochemical complexes, and logistics facilities along Tokyo Bay.
  • E. Xinzhuang Industrial Park
    Xinzhuang Industrial Park is a major industrial and technological development zone located in Shanghai’s Minhang District, hosting a concentration of manufacturing and high-tech enterprises.
  • 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_69a889132b488190bbb43ad4780ddd92 completed March 4, 2026, 7:33 p.m.
NER Named-entity recognition batch_69abc669956881908b8d9784d6a06acf completed March 7, 2026, 6:32 a.m.
NED1 Entity disambiguation (via context triple) batch_69ae89773c88819087a294d7c0f90f73 completed March 9, 2026, 8:48 a.m.
NEDg Description generation batch_69ae8ae2ab7481909d265e56369f68e2 completed March 9, 2026, 8:54 a.m.
NED2 Entity disambiguation (via description) batch_69ae8b6c553481908b2b7b1f880b814d completed March 9, 2026, 8:57 a.m.
Created at: March 4, 2026, 7:51 p.m.