Triple

T12343624
Position Surface form Disambiguated ID Type / Status
Subject Ipoh City Council E294291 entity
Predicate regionServed P82 FINISHED
Object Kinta Valley urban area E297943 NE FINISHED

How this triple was built (2 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: Kinta Valley urban area | Statement: [Ipoh City Council, regionServed, Kinta Valley urban area]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Kinta Valley urban area
Context triple: [Ipoh City Council, regionServed, Kinta Valley urban area]
  • A. Kinta Valley chosen
    Kinta Valley is a region in the state of Perak, Malaysia, historically renowned as one of the world’s richest tin-mining areas and now known for its karst limestone hills and the city of Ipoh.
  • B. Klang Valley
    Klang Valley is Malaysia’s most populous urban and economic region, centered on Kuala Lumpur and its surrounding cities in Selangor.
  • C. Kuala Kubu Bharu
    Kuala Kubu Bharu is a historic hill town in Hulu Selangor, Malaysia, known for its colonial-era architecture, cool climate, and proximity to nature attractions such as waterfalls and reservoirs.
  • D. Bangi
    Bangi is a town in the state of Selangor, Malaysia, known as an educational hub due to the presence of major institutions and research facilities.
  • E. Kuching Waterfront
    Kuching Waterfront is a popular riverside promenade in Kuching, Malaysia, known for its scenic views, leisure activities, and cultural landmarks along the Sarawak River.
  • F. None of above.
  • G. Unsure - the case is ambiguous/there is not enough information to decide.

Provenance (3 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_69d6ab6ccbec8190b09e2d357aa80064 completed April 8, 2026, 7:24 p.m.
NER Named-entity recognition batch_69d93f78a970819086beec3e4da8c49e completed April 10, 2026, 6:20 p.m.
NED1 Entity disambiguation (via context triple) batch_69f66854281c8190bd8d21d501cddb89 completed May 2, 2026, 9:10 p.m.
Created at: April 8, 2026, 9:53 p.m.