Triple

T5035258
Position Surface form Disambiguated ID Type / Status
Subject Luohu District E113404 entity
Predicate borderCrossingTo P4105 FINISHED
Object Lok Ma Chau, Hong Kong
Lok Ma Chau is a key border area and transport hub in Hong Kong’s New Territories that serves as one of the main crossing points between Hong Kong and mainland China.
 E488217 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: Lok Ma Chau, Hong Kong | Statement: [Luohu District, borderCrossingTo, Lok Ma Chau, Hong Kong]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Lok Ma Chau, Hong Kong
Context triple: [Luohu District, borderCrossingTo, Lok Ma Chau, Hong Kong]
  • A. Chek Lap Kok
    Chek Lap Kok is a reclaimed island in Hong Kong best known as the site of Hong Kong International Airport.
  • B. Peng Chau
    Peng Chau is a small, laid-back outlying island of Hong Kong known for its traditional villages, temples, and coastal scenery.
  • C. Ma Wan
    Ma Wan is a small island in Hong Kong known for its residential developments, historic fishing village, and attractions like Noah’s Ark near the Tsing Ma Bridge.
  • D. Lo Wu, Hong Kong
    Lo Wu, Hong Kong is a major northern border area and transport hub linking Hong Kong with mainland China, particularly Shenzhen’s Luohu District.
  • E. Tai Po
    Tai Po is a major town and district in Hong Kong known for its traditional market, residential areas, and proximity to natural scenery such as country parks and the Tolo Harbour.
  • 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: Lok Ma Chau, Hong Kong
Triple: [Luohu District, borderCrossingTo, Lok Ma Chau, Hong Kong]
Generated description
Lok Ma Chau is a key border area and transport hub in Hong Kong’s New Territories that serves as one of the main crossing points between Hong Kong and mainland China.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Lok Ma Chau, Hong Kong
Target entity description: Lok Ma Chau is a key border area and transport hub in Hong Kong’s New Territories that serves as one of the main crossing points between Hong Kong and mainland China.
  • A. Chek Lap Kok
    Chek Lap Kok is a reclaimed island in Hong Kong best known as the site of Hong Kong International Airport.
  • B. Peng Chau
    Peng Chau is a small, laid-back outlying island of Hong Kong known for its traditional villages, temples, and coastal scenery.
  • C. Ma Wan
    Ma Wan is a small island in Hong Kong known for its residential developments, historic fishing village, and attractions like Noah’s Ark near the Tsing Ma Bridge.
  • D. Lo Wu, Hong Kong chosen
    Lo Wu, Hong Kong is a major northern border area and transport hub linking Hong Kong with mainland China, particularly Shenzhen’s Luohu District.
  • E. Tai Po
    Tai Po is a major town and district in Hong Kong known for its traditional market, residential areas, and proximity to natural scenery such as country parks and the Tolo Harbour.
  • 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_69bd44384298819089c49e7c330ec7b8 completed March 20, 2026, 12:57 p.m.
NER Named-entity recognition batch_69bd73b9ad488190a2a8c4da8858eb91 completed March 20, 2026, 4:20 p.m.
NED1 Entity disambiguation (via context triple) batch_69bea479f01c8190a84ff4973845eb17 completed March 21, 2026, 2 p.m.
NEDg Description generation batch_69bea525d9088190b0b655687dd27630 completed March 21, 2026, 2:03 p.m.
NED2 Entity disambiguation (via description) batch_69bea594850881909cd683670b63a079 completed March 21, 2026, 2:05 p.m.
Created at: March 20, 2026, 1:36 p.m.