Triple

T13531763
Position Surface form Disambiguated ID Type / Status
Subject Woodlands, Singapore E323149 entity
Predicate hasSubzone P747 FINISHED
Object Marsiling
Marsiling is a residential and industrial subzone in northern Singapore known for its public housing estates, parks, and proximity to the Johor–Singapore Causeway.
E1045549 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: Marsiling | Statement: [Woodlands, Singapore, hasSubzone, Marsiling]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Marsiling
Context triple: [Woodlands, Singapore, hasSubzone, Marsiling]
  • A. Bukit Merah
    Bukit Merah is a residential and commercial planning area in central Singapore known for its public housing estates, amenities, and proximity to the city’s downtown.
  • B. Hong Lim Green
    Hong Lim Green is a historic public field in Singapore that served as one of the key sites used by the Japanese military to screen and detain civilians during the Sook Ching massacre in World War II.
  • C. Kent Ridge
    Kent Ridge is a district in southwestern Singapore best known as the hillside area that houses the main campus of the National University of Singapore.
  • D. Tanjong Pagar
    Tanjong Pagar is a historic and densely built-up district in central Singapore known for its conserved shophouses, vibrant dining scene, and mix of traditional and modern high-rise developments.
  • E. Kallang
    Kallang is a planning area and residential town in central Singapore known for landmarks like the Singapore Sports Hub and its historic role as a transport and recreational hub.
  • 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: Marsiling
Triple: [Woodlands, Singapore, hasSubzone, Marsiling]
Generated description
Marsiling is a residential and industrial subzone in northern Singapore known for its public housing estates, parks, and proximity to the Johor–Singapore Causeway.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Marsiling
Target entity description: Marsiling is a residential and industrial subzone in northern Singapore known for its public housing estates, parks, and proximity to the Johor–Singapore Causeway.
  • A. Bukit Merah
    Bukit Merah is a residential and commercial planning area in central Singapore known for its public housing estates, amenities, and proximity to the city’s downtown.
  • B. Hong Lim Green
    Hong Lim Green is a historic public field in Singapore that served as one of the key sites used by the Japanese military to screen and detain civilians during the Sook Ching massacre in World War II.
  • C. Kent Ridge
    Kent Ridge is a district in southwestern Singapore best known as the hillside area that houses the main campus of the National University of Singapore.
  • D. Tanjong Pagar
    Tanjong Pagar is a historic and densely built-up district in central Singapore known for its conserved shophouses, vibrant dining scene, and mix of traditional and modern high-rise developments.
  • E. Kallang
    Kallang is a planning area and residential town in central Singapore known for landmarks like the Singapore Sports Hub and its historic role as a transport and recreational hub.
  • 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_69d80766a21881909f21a1b7421d3b8a completed April 9, 2026, 8:09 p.m.
NER Named-entity recognition batch_69dbbe99ddc08190a8d79107c8e176fa completed April 12, 2026, 3:47 p.m.
NED1 Entity disambiguation (via context triple) batch_69f7549fc5f881908691eb62c1f5a5d5 completed May 3, 2026, 1:58 p.m.
NEDg Description generation batch_69f7565846108190bb6550505af8ac5d completed May 3, 2026, 2:06 p.m.
NED2 Entity disambiguation (via description) batch_69f75a2107e081909fd00af67938f2e9 completed May 3, 2026, 2:22 p.m.
Created at: April 9, 2026, 9:44 p.m.