Triple

T22776947
Position Surface form Disambiguated ID Type / Status
Subject Lok Ma Chau Control Point E563728 entity
Predicate locatedIn P40 FINISHED
Object Lok Ma Chau
Lok Ma Chau is an area in Hong Kong’s New Territories best known as a major border crossing zone and transport hub between Hong Kong and mainland China.
E1554961 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 | Statement: [Lok Ma Chau Control Point, locatedIn, Lok Ma Chau]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Lok Ma Chau
Context triple: [Lok Ma Chau Control Point, locatedIn, Lok Ma Chau]
  • A. Sha Tau Kok
    Sha Tau Kok is a frontier town in northeastern Hong Kong known for its restricted border area status and proximity to the boundary with mainland China.
  • B. Kau Sai Chau
    Kau Sai Chau is an island in Hong Kong best known for its public golf course complex and natural coastal scenery.
  • C. Tai Khuen
    Tai Khuen is a Tai ethnic group and language primarily associated with the Kengtung region of eastern Myanmar.
  • D. Ping Shan
    Ping Shan is a historic area in Hong Kong’s New Territories known for its traditional villages, ancestral halls, and the Ping Shan Heritage Trail.
  • E. Tai Hang
    Tai Hang is a residential and dining neighborhood on Hong Kong Island known for its narrow streets, local eateries, and the annual Fire Dragon Dance during the Mid-Autumn Festival.
  • 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
Triple: [Lok Ma Chau Control Point, locatedIn, Lok Ma Chau]
Generated description
Lok Ma Chau is an area in Hong Kong’s New Territories best known as a major border crossing zone and transport hub between Hong Kong and mainland China.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Lok Ma Chau
Target entity description: Lok Ma Chau is an area in Hong Kong’s New Territories best known as a major border crossing zone and transport hub between Hong Kong and mainland China.
  • A. Sha Tau Kok
    Sha Tau Kok is a frontier town in northeastern Hong Kong known for its restricted border area status and proximity to the boundary with mainland China.
  • B. Kau Sai Chau
    Kau Sai Chau is an island in Hong Kong best known for its public golf course complex and natural coastal scenery.
  • C. Tai Khuen
    Tai Khuen is a Tai ethnic group and language primarily associated with the Kengtung region of eastern Myanmar.
  • D. Ping Shan
    Ping Shan is a historic area in Hong Kong’s New Territories known for its traditional villages, ancestral halls, and the Ping Shan Heritage Trail.
  • E. Tai Hang
    Tai Hang is a residential and dining neighborhood on Hong Kong Island known for its narrow streets, local eateries, and the annual Fire Dragon Dance during the Mid-Autumn Festival.
  • 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_69e24554497c819080b996e071de27c2 completed April 17, 2026, 2:36 p.m.
NER Named-entity recognition batch_69f17b6260a8819080e57481281dfe40 completed April 29, 2026, 3:30 a.m.
NED1 Entity disambiguation (via context triple) batch_6a0b9e8c5aac8190b3c9d22676205c8e completed May 18, 2026, 11:19 p.m.
NEDg Description generation batch_6a0b9f73032481908f0df881801de5b2 completed May 18, 2026, 11:23 p.m.
NED2 Entity disambiguation (via description) batch_6a0ba068def08190b22058cf5bd76b4f completed May 18, 2026, 11:27 p.m.
Created at: April 17, 2026, 3:28 p.m.