Triple

T15645589
Position Surface form Disambiguated ID Type / Status
Subject Zhongxiao Fuxing E376167 entity
Predicate nearbyAttraction P3449 FINISHED
Object Zhongxiao–Fuxing shopping area
The Zhongxiao–Fuxing shopping area is a bustling commercial district in Taipei known for its department stores, fashion boutiques, restaurants, and easy access via the Zhongxiao Fuxing MRT station.
E1170407 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: Zhongxiao–Fuxing shopping area | Statement: [Zhongxiao Fuxing, nearbyAttraction, Zhongxiao–Fuxing shopping area]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Zhongxiao–Fuxing shopping area
Context triple: [Zhongxiao Fuxing, nearbyAttraction, Zhongxiao–Fuxing shopping area]
  • A. Ximending shopping district
    Ximending shopping district is a bustling, youth-oriented commercial and entertainment area in Taipei known for its fashion boutiques, street performances, cinemas, and vibrant nightlife.
  • B. Fuxingmen commercial area
    Fuxingmen commercial area is a major business and shopping district in Beijing known for its office buildings, retail centers, and convenient transport links.
  • 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. Dongzhimen commercial area
    Dongzhimen commercial area is a major shopping and business district in Beijing known for its retail centers, restaurants, and transport connectivity.
  • 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: Zhongxiao–Fuxing shopping area
Triple: [Zhongxiao Fuxing, nearbyAttraction, Zhongxiao–Fuxing shopping area]
Generated description
The Zhongxiao–Fuxing shopping area is a bustling commercial district in Taipei known for its department stores, fashion boutiques, restaurants, and easy access via the Zhongxiao Fuxing MRT station.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Zhongxiao–Fuxing shopping area
Target entity description: The Zhongxiao–Fuxing shopping area is a bustling commercial district in Taipei known for its department stores, fashion boutiques, restaurants, and easy access via the Zhongxiao Fuxing MRT station.
  • A. Ximending shopping district
    Ximending shopping district is a bustling, youth-oriented commercial and entertainment area in Taipei known for its fashion boutiques, street performances, cinemas, and vibrant nightlife.
  • B. Fuxingmen commercial area
    Fuxingmen commercial area is a major business and shopping district in Beijing known for its office buildings, retail centers, and convenient transport links.
  • 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. Dongzhimen commercial area
    Dongzhimen commercial area is a major shopping and business district in Beijing known for its retail centers, restaurants, and transport connectivity.
  • 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_69d85cd1564c8190991adda63bfab4b0 completed April 10, 2026, 2:13 a.m.
NER Named-entity recognition batch_69e04ed5b8b081908d7127964eed3b09 completed April 16, 2026, 2:52 a.m.
NED1 Entity disambiguation (via context triple) batch_69ff6790f2288190add8ab0bc0f114bf completed May 9, 2026, 4:57 p.m.
NEDg Description generation batch_69ff6bc27ef481908f5125ab553b5015 completed May 9, 2026, 5:15 p.m.
NED2 Entity disambiguation (via description) batch_69ff6c214c7881908ac483dbb8d08f29 completed May 9, 2026, 5:17 p.m.
Created at: April 10, 2026, 4:15 a.m.