Triple

T17852518
Position Surface form Disambiguated ID Type / Status
Subject Zhongli District E445843 entity
Predicate hasShoppingArea P4285 FINISHED
Object Zhongping Road commercial district
Zhongping Road commercial district is a bustling shopping and dining area in Zhongli District, Taoyuan, known for its dense concentration of retail stores, eateries, and local street life.
E1292356 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: Zhongping Road commercial district | Statement: [Zhongli District, hasShoppingArea, Zhongping Road commercial district]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Zhongping Road commercial district
Context triple: [Zhongli District, hasShoppingArea, Zhongping Road commercial district]
  • A. 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.
  • B. 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.
  • C. Dongmen Road commercial area
    Dongmen Road commercial area is a bustling shopping and business district in Tainan’s East District, known for its mix of traditional shops, local eateries, and modern retail outlets.
  • D. Gulou Dajie area
    The Gulou Dajie area is a historic neighborhood in central Beijing known for its traditional hutong alleyways, local eateries, and proximity to the city’s ancient Drum and Bell Towers.
  • E. Jiefangbei Pedestrian Street
    Jiefangbei Pedestrian Street is a major commercial and entertainment hub in Chongqing, China, centered around the iconic Liberation Monument and known for its shopping, dining, 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: Zhongping Road commercial district
Triple: [Zhongli District, hasShoppingArea, Zhongping Road commercial district]
Generated description
Zhongping Road commercial district is a bustling shopping and dining area in Zhongli District, Taoyuan, known for its dense concentration of retail stores, eateries, and local street life.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Zhongping Road commercial district
Target entity description: Zhongping Road commercial district is a bustling shopping and dining area in Zhongli District, Taoyuan, known for its dense concentration of retail stores, eateries, and local street life.
  • A. 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.
  • B. 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.
  • C. Dongmen Road commercial area
    Dongmen Road commercial area is a bustling shopping and business district in Tainan’s East District, known for its mix of traditional shops, local eateries, and modern retail outlets.
  • D. Gulou Dajie area
    The Gulou Dajie area is a historic neighborhood in central Beijing known for its traditional hutong alleyways, local eateries, and proximity to the city’s ancient Drum and Bell Towers.
  • E. Jiefangbei Pedestrian Street
    Jiefangbei Pedestrian Street is a major commercial and entertainment hub in Chongqing, China, centered around the iconic Liberation Monument and known for its shopping, dining, 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_69d8b9f26f18819089c9e43250bee6ae completed April 10, 2026, 8:50 a.m.
NER Named-entity recognition batch_69e4900113f881908859f212c6ca3d9b completed April 19, 2026, 8:19 a.m.
NED1 Entity disambiguation (via context triple) batch_6a030c5e368081908df3a20cd40aeb9f completed May 12, 2026, 11:17 a.m.
NEDg Description generation batch_6a030d2ebb44819083c58cfae6c7ca47 completed May 12, 2026, 11:21 a.m.
NED2 Entity disambiguation (via description) batch_6a030e1b78388190bbad5f4f967c31d3 completed May 12, 2026, 11:25 a.m.
Created at: April 10, 2026, 10:17 a.m.