Triple

T4982382
Position Surface form Disambiguated ID Type / Status
Subject Futian District E111915 entity
Predicate hasLandmark P105 FINISHED
Object Huaqiangbei commercial area
Huaqiangbei commercial area is a famous electronics and technology marketplace in Shenzhen, China, known for its dense concentration of gadget wholesalers, component vendors, and consumer electronics shops.
E485652 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: Huaqiangbei commercial area | Statement: [Futian District, hasLandmark, Huaqiangbei commercial area]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Huaqiangbei commercial area
Context triple: [Futian District, hasLandmark, Huaqiangbei commercial area]
  • A. Huaihai Road commercial district
    Huaihai Road commercial district is a major upscale shopping and entertainment area in central Shanghai, known for its fashionable boutiques, department stores, and vibrant urban atmosphere.
  • B. Xinqiao area
    Xinqiao area is a district in Hefei, Anhui Province, China, known for hosting the city’s major international airport and related urban development.
  • C. Hongqiao Business District
    Hongqiao Business District is a major commercial and transportation hub in western Shanghai, integrating offices, retail, hotels, and convention facilities around the city’s Hongqiao transport hub.
  • D. Xidan shopping district
    Xidan shopping district is a major commercial and entertainment hub in central Beijing, known for its large malls, department stores, and vibrant youth culture.
  • E. Guomao area
    The Guomao area is a major commercial and transportation hub in Beijing, known for its dense cluster of skyscrapers, shopping centers, and the key Guomao interchange on the city’s ring roads.
  • 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: Huaqiangbei commercial area
Triple: [Futian District, hasLandmark, Huaqiangbei commercial area]
Generated description
Huaqiangbei commercial area is a famous electronics and technology marketplace in Shenzhen, China, known for its dense concentration of gadget wholesalers, component vendors, and consumer electronics shops.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Huaqiangbei commercial area
Target entity description: Huaqiangbei commercial area is a famous electronics and technology marketplace in Shenzhen, China, known for its dense concentration of gadget wholesalers, component vendors, and consumer electronics shops.
  • A. Huaihai Road commercial district
    Huaihai Road commercial district is a major upscale shopping and entertainment area in central Shanghai, known for its fashionable boutiques, department stores, and vibrant urban atmosphere.
  • B. Xinqiao area
    Xinqiao area is a district in Hefei, Anhui Province, China, known for hosting the city’s major international airport and related urban development.
  • C. Hongqiao Business District
    Hongqiao Business District is a major commercial and transportation hub in western Shanghai, integrating offices, retail, hotels, and convention facilities around the city’s Hongqiao transport hub.
  • D. Xidan shopping district
    Xidan shopping district is a major commercial and entertainment hub in central Beijing, known for its large malls, department stores, and vibrant youth culture.
  • E. Guomao area
    The Guomao area is a major commercial and transportation hub in Beijing, known for its dense cluster of skyscrapers, shopping centers, and the key Guomao interchange on the city’s ring roads.
  • 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_69bd441adc208190b70a033a0741d01e completed March 20, 2026, 12:56 p.m.
NER Named-entity recognition batch_69bd725489bc81908f660332e25f29cf completed March 20, 2026, 4:14 p.m.
NED1 Entity disambiguation (via context triple) batch_69be8a13f5448190a49f914d1ba49a7a completed March 21, 2026, 12:07 p.m.
NEDg Description generation batch_69be8a9c72848190978797a33d0d83c8 completed March 21, 2026, 12:10 p.m.
NED2 Entity disambiguation (via description) batch_69be8b3718288190b2fc319fdad0a7c0 completed March 21, 2026, 12:12 p.m.
Created at: March 20, 2026, 1:33 p.m.