Triple

T22861947
Position Surface form Disambiguated ID Type / Status
Subject Guanggu Square Station E566946 entity
Predicate locatedIn P40 FINISHED
Object Guanggu commercial and technology district
Guanggu commercial and technology district is a major high-tech and business hub in Wuhan, China, known for its concentration of technology companies, research institutions, and extensive commercial facilities.
E1558780 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: Guanggu commercial and technology district | Statement: [Guanggu Square Station, locatedIn, Guanggu commercial and technology district]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Guanggu commercial and technology district
Context triple: [Guanggu Square Station, locatedIn, Guanggu commercial and technology district]
  • A. 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.
  • B. Luohu commercial district
    Luohu commercial district is a major shopping and business hub in Shenzhen, known for its bustling malls, markets, and proximity to the Hong Kong border.
  • C. Chunxi Road commercial district
    Chunxi Road commercial district is a major shopping and entertainment hub in downtown Chengdu, known for its dense concentration of retail stores, restaurants, and vibrant pedestrian streets.
  • D. Dongmen Commercial Area
    Dongmen Commercial Area is one of Shenzhen’s oldest and busiest shopping districts, known for its dense network of pedestrian streets, bargain retail shops, and vibrant street food scene.
  • E. 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.
  • 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: Guanggu commercial and technology district
Triple: [Guanggu Square Station, locatedIn, Guanggu commercial and technology district]
Generated description
Guanggu commercial and technology district is a major high-tech and business hub in Wuhan, China, known for its concentration of technology companies, research institutions, and extensive commercial facilities.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Guanggu commercial and technology district
Target entity description: Guanggu commercial and technology district is a major high-tech and business hub in Wuhan, China, known for its concentration of technology companies, research institutions, and extensive commercial facilities.
  • A. 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.
  • B. Luohu commercial district
    Luohu commercial district is a major shopping and business hub in Shenzhen, known for its bustling malls, markets, and proximity to the Hong Kong border.
  • C. Chunxi Road commercial district
    Chunxi Road commercial district is a major shopping and entertainment hub in downtown Chengdu, known for its dense concentration of retail stores, restaurants, and vibrant pedestrian streets.
  • D. Dongmen Commercial Area
    Dongmen Commercial Area is one of Shenzhen’s oldest and busiest shopping districts, known for its dense network of pedestrian streets, bargain retail shops, and vibrant street food scene.
  • E. 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.
  • 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_69e24589083081908d5694c4fdc80086 completed April 17, 2026, 2:36 p.m.
NER Named-entity recognition batch_69f17efcc1308190a95d10e431295ca2 completed April 29, 2026, 3:46 a.m.
NED1 Entity disambiguation (via context triple) batch_6a0bae8d7814819090b529ce8d612e44 completed May 19, 2026, 12:27 a.m.
NEDg Description generation batch_6a0baf96f71c8190b1c0ee09d1fbde19 completed May 19, 2026, 12:32 a.m.
NED2 Entity disambiguation (via description) batch_6a0bb0d8a2f0819084161d3a09cfa1ae completed May 19, 2026, 12:37 a.m.
Created at: April 17, 2026, 3:37 p.m.