Triple

T8397948
Position Surface form Disambiguated ID Type / Status
Subject Taiping E198099 entity
Predicate hasGreenSpace P1495 FINISHED
Object Bukit Larut forest reserve
Bukit Larut forest reserve is a lush, hilly rainforest area near Taiping in Perak, Malaysia, known for its cool climate, rich biodiversity, and scenic hiking trails.
 E730573 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: Bukit Larut forest reserve | Statement: [Taiping, hasGreenSpace, Bukit Larut forest reserve]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Bukit Larut forest reserve
Context triple: [Taiping, hasGreenSpace, Bukit Larut forest reserve]
  • A. Ulu Bendul Recreational Forest
    Ulu Bendul Recreational Forest is a popular nature park in Negeri Sembilan, Malaysia, known for its forest trails, rivers, and picnic and camping spots.
  • B. Royal Belum State Park
    Royal Belum State Park is a vast, ancient rainforest reserve in northern Perak, Malaysia, renowned for its rich biodiversity, indigenous communities, and ecotourism activities such as jungle trekking and wildlife spotting.
  • C. Endau-Rompin National Park
    Endau-Rompin National Park is one of Malaysia’s oldest and most biodiverse rainforest reserves, renowned for its ancient lowland forests, rare wildlife, and rugged riverine landscapes.
  • D. Sebangau National Park
    Sebangau National Park is a major peat swamp forest conservation area in Indonesian Borneo, renowned for its rich biodiversity and significant populations of wild orangutans.
  • E. Bukit Barisan Selatan National Park
    Bukit Barisan Selatan National Park is a protected area in southwestern Sumatra, Indonesia, renowned for its tropical rainforests and endangered wildlife such as Sumatran tigers, rhinos, and elephants.
  • 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: Bukit Larut forest reserve
Triple: [Taiping, hasGreenSpace, Bukit Larut forest reserve]
Generated description
Bukit Larut forest reserve is a lush, hilly rainforest area near Taiping in Perak, Malaysia, known for its cool climate, rich biodiversity, and scenic hiking trails.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Bukit Larut forest reserve
Target entity description: Bukit Larut forest reserve is a lush, hilly rainforest area near Taiping in Perak, Malaysia, known for its cool climate, rich biodiversity, and scenic hiking trails.
  • A. Ulu Bendul Recreational Forest
    Ulu Bendul Recreational Forest is a popular nature park in Negeri Sembilan, Malaysia, known for its forest trails, rivers, and picnic and camping spots.
  • B. Royal Belum State Park
    Royal Belum State Park is a vast, ancient rainforest reserve in northern Perak, Malaysia, renowned for its rich biodiversity, indigenous communities, and ecotourism activities such as jungle trekking and wildlife spotting.
  • C. Endau-Rompin National Park
    Endau-Rompin National Park is one of Malaysia’s oldest and most biodiverse rainforest reserves, renowned for its ancient lowland forests, rare wildlife, and rugged riverine landscapes.
  • D. Sebangau National Park
    Sebangau National Park is a major peat swamp forest conservation area in Indonesian Borneo, renowned for its rich biodiversity and significant populations of wild orangutans.
  • E. Bukit Barisan Selatan National Park
    Bukit Barisan Selatan National Park is a protected area in southwestern Sumatra, Indonesia, renowned for its tropical rainforests and endangered wildlife such as Sumatran tigers, rhinos, and elephants.
  • 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_69ca82f816bc8190ab321c07d72208c1 completed March 30, 2026, 2:04 p.m.
NER Named-entity recognition batch_69cb818a8dc081908efd5d7f910322e7 completed March 31, 2026, 8:10 a.m.
NED1 Entity disambiguation (via context triple) batch_69cde867d21c8190b066a6c88273ec5a completed April 2, 2026, 3:54 a.m.
NEDg Description generation batch_69cdebfd60188190a1681344e2bf1e9e completed April 2, 2026, 4:09 a.m.
NED2 Entity disambiguation (via description) batch_69cded2fa42c8190bfbfc79caf38bf8e completed April 2, 2026, 4:14 a.m.
Created at: March 30, 2026, 6:04 p.m.