Triple

T9496953
Position Surface form Disambiguated ID Type / Status
Subject Yangpu Riverside public space E229031 entity
Predicate partOf P40 FINISHED
Object Shanghai waterfront redevelopment
Shanghai waterfront redevelopment is a large-scale urban regeneration initiative transforming Shanghai’s riverfront into accessible, mixed-use public, cultural, and commercial spaces along the Huangpu River.
E229031 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: Shanghai waterfront redevelopment | Statement: [Yangpu Riverside public space, partOf, Shanghai waterfront redevelopment]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Shanghai waterfront redevelopment
Context triple: [Yangpu Riverside public space, partOf, Shanghai waterfront redevelopment]
  • A. Astoria waterfront redevelopment
    Astoria waterfront redevelopment is a large-scale urban revitalization initiative transforming the industrial shoreline of Astoria, Queens into a mixed-use residential, commercial, and public waterfront district.
  • B. Yangpu Riverside public space
    Yangpu Riverside public space is a revitalized waterfront area along the Huangpu River in Shanghai, featuring promenades, parks, and cultural and recreational facilities for public use.
  • C. Waigaoqiao Port Area
    Waigaoqiao Port Area is a major deep-water container port district in Shanghai that serves as one of the city’s primary hubs for international maritime trade and logistics.
  • D. Wusongkou Port Area
    Wusongkou Port Area is a major deep-water port district in Shanghai that serves as a key hub for cargo handling and international maritime traffic.
  • E. West Kowloon Reclamation
    West Kowloon Reclamation is a major reclaimed land area in Hong Kong that hosts key cultural, residential, and transport developments on the western side of the Kowloon Peninsula.
  • 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: Shanghai waterfront redevelopment
Triple: [Yangpu Riverside public space, partOf, Shanghai waterfront redevelopment]
Generated description
Shanghai waterfront redevelopment is a large-scale urban regeneration initiative transforming Shanghai’s riverfront into accessible, mixed-use public, cultural, and commercial spaces along the Huangpu River.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Shanghai waterfront redevelopment
Target entity description: Shanghai waterfront redevelopment is a large-scale urban regeneration initiative transforming Shanghai’s riverfront into accessible, mixed-use public, cultural, and commercial spaces along the Huangpu River.
  • A. Astoria waterfront redevelopment
    Astoria waterfront redevelopment is a large-scale urban revitalization initiative transforming the industrial shoreline of Astoria, Queens into a mixed-use residential, commercial, and public waterfront district.
  • B. Yangpu Riverside public space chosen
    Yangpu Riverside public space is a revitalized waterfront area along the Huangpu River in Shanghai, featuring promenades, parks, and cultural and recreational facilities for public use.
  • C. Waigaoqiao Port Area
    Waigaoqiao Port Area is a major deep-water container port district in Shanghai that serves as one of the city’s primary hubs for international maritime trade and logistics.
  • D. Wusongkou Port Area
    Wusongkou Port Area is a major deep-water port district in Shanghai that serves as a key hub for cargo handling and international maritime traffic.
  • E. West Kowloon Reclamation
    West Kowloon Reclamation is a major reclaimed land area in Hong Kong that hosts key cultural, residential, and transport developments on the western side of the Kowloon Peninsula.
  • F. None of above.

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_69ca84753660819098e8d416e89e26ae completed March 30, 2026, 2:11 p.m.
NER Named-entity recognition batch_69cd95ecf4148190aa8f4733980166ae completed April 1, 2026, 10:02 p.m.
NED1 Entity disambiguation (via context triple) batch_69d12d3aafb88190ac53289039bca88a completed April 4, 2026, 3:24 p.m.
NEDg Description generation batch_69d12dcae2088190bdb4ebac9021e622 completed April 4, 2026, 3:27 p.m.
NED2 Entity disambiguation (via description) batch_69d12e4077a4819094e86eb0de69b2ed completed April 4, 2026, 3:29 p.m.
Created at: March 30, 2026, 7:56 p.m.