Triple

T12217801
Position Surface form Disambiguated ID Type / Status
Subject Danum Valley Conservation Area E291130 entity
Predicate partOf P40 FINISHED
Object Ulu Segama Forest Reserve
Ulu Segama Forest Reserve is a major protected rainforest area in Sabah, Malaysian Borneo, known for its rich biodiversity and extensive lowland dipterocarp forests that provide critical habitat for endangered species such as orangutans.
 E975510 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: Ulu Segama Forest Reserve | Statement: [Danum Valley Conservation Area, partOf, Ulu Segama Forest Reserve]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Ulu Segama Forest Reserve
Context triple: [Danum Valley Conservation Area, partOf, Ulu Segama Forest Reserve]
  • A. Berembun Forest Reserve
    Berembun Forest Reserve is a protected tropical rainforest area in Malaysia known for its rich biodiversity, hilly terrain, and role in conserving native flora and fauna.
  • B. Tanjung Tuan Forest Reserve
    Tanjung Tuan Forest Reserve is a coastal rainforest and wildlife sanctuary in Malaysia known for its scenic hiking trails, lighthouse, and rich birdlife, especially during raptor migration season.
  • C. Bukit Nanas Forest Reserve
    Bukit Nanas Forest Reserve is one of Malaysia’s oldest protected rainforest areas, a small but significant patch of tropical greenery located in the heart of Kuala Lumpur.
  • D. Belum-Temengor Forest Complex
    The Belum-Temengor Forest Complex is one of Peninsular Malaysia’s largest and oldest continuous rainforest landscapes, renowned for its rich biodiversity and critical role in wildlife conservation.
  • E. 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.
  • 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: Ulu Segama Forest Reserve
Triple: [Danum Valley Conservation Area, partOf, Ulu Segama Forest Reserve]
Generated description
Ulu Segama Forest Reserve is a major protected rainforest area in Sabah, Malaysian Borneo, known for its rich biodiversity and extensive lowland dipterocarp forests that provide critical habitat for endangered species such as orangutans.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Ulu Segama Forest Reserve
Target entity description: Ulu Segama Forest Reserve is a major protected rainforest area in Sabah, Malaysian Borneo, known for its rich biodiversity and extensive lowland dipterocarp forests that provide critical habitat for endangered species such as orangutans.
  • A. Berembun Forest Reserve
    Berembun Forest Reserve is a protected tropical rainforest area in Malaysia known for its rich biodiversity, hilly terrain, and role in conserving native flora and fauna.
  • B. Tanjung Tuan Forest Reserve
    Tanjung Tuan Forest Reserve is a coastal rainforest and wildlife sanctuary in Malaysia known for its scenic hiking trails, lighthouse, and rich birdlife, especially during raptor migration season.
  • C. Bukit Nanas Forest Reserve
    Bukit Nanas Forest Reserve is one of Malaysia’s oldest protected rainforest areas, a small but significant patch of tropical greenery located in the heart of Kuala Lumpur.
  • D. Belum-Temengor Forest Complex
    The Belum-Temengor Forest Complex is one of Peninsular Malaysia’s largest and oldest continuous rainforest landscapes, renowned for its rich biodiversity and critical role in wildlife conservation.
  • E. 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.
  • 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_69d6ab65923081909acfc61b7a612233 completed April 8, 2026, 7:24 p.m.
NER Named-entity recognition batch_69d91c9419d48190b0037fe8edc681c4 completed April 10, 2026, 3:51 p.m.
NED1 Entity disambiguation (via context triple) batch_69f61e5882408190b4853f3a11c249c2 completed May 2, 2026, 3:55 p.m.
NEDg Description generation batch_69f61f5b107c819082094791fcf7c5f4 completed May 2, 2026, 3:59 p.m.
NED2 Entity disambiguation (via description) batch_69f62009766c8190985fafe9ba53ae7b completed May 2, 2026, 4:02 p.m.
Created at: April 8, 2026, 9:51 p.m.