Triple

T12117287
Position Surface form Disambiguated ID Type / Status
Subject Maliau Basin Conservation Area E288597 entity
Predicate managedBy P86 FINISHED
Object Sabah Forestry Department
The Sabah Forestry Department is a government agency in the Malaysian state of Sabah responsible for managing and conserving forest resources, including major protected areas and biodiversity-rich reserves.
 E962952 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: Sabah Forestry Department | Statement: [Maliau Basin Conservation Area, managedBy, Sabah Forestry Department]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Sabah Forestry Department
Context triple: [Maliau Basin Conservation Area, managedBy, Sabah Forestry Department]
  • A. Perlis Forestry Department
    The Perlis Forestry Department is the state government agency responsible for managing, conserving, and overseeing forest resources and protected areas in Perlis, Malaysia.
  • B. Penang State Forestry Department
    The Penang State Forestry Department is the state government agency responsible for managing, conserving, and regulating forest resources and protected natural areas in Penang, Malaysia.
  • C. Sarawak Forestry Corporation
    Sarawak Forestry Corporation is a state-owned agency in Sarawak, Malaysia responsible for managing and conserving the region’s forests, national parks, and protected areas.
  • D. Sabah Parks
    Sabah Parks is a statutory authority in the Malaysian state of Sabah responsible for managing and conserving its national parks and protected areas, including the renowned Kinabalu Park.
  • E. Perhutani
    Perhutani is an Indonesian state-owned forestry company responsible for managing and conserving large areas of forest and natural resources in Java and surrounding regions.
  • 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: Sabah Forestry Department
Triple: [Maliau Basin Conservation Area, managedBy, Sabah Forestry Department]
Generated description
The Sabah Forestry Department is a government agency in the Malaysian state of Sabah responsible for managing and conserving forest resources, including major protected areas and biodiversity-rich reserves.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Sabah Forestry Department
Target entity description: The Sabah Forestry Department is a government agency in the Malaysian state of Sabah responsible for managing and conserving forest resources, including major protected areas and biodiversity-rich reserves.
  • A. Perlis Forestry Department
    The Perlis Forestry Department is the state government agency responsible for managing, conserving, and overseeing forest resources and protected areas in Perlis, Malaysia.
  • B. Penang State Forestry Department
    The Penang State Forestry Department is the state government agency responsible for managing, conserving, and regulating forest resources and protected natural areas in Penang, Malaysia.
  • C. Sarawak Forestry Corporation
    Sarawak Forestry Corporation is a state-owned agency in Sarawak, Malaysia responsible for managing and conserving the region’s forests, national parks, and protected areas.
  • D. Sabah Parks
    Sabah Parks is a statutory authority in the Malaysian state of Sabah responsible for managing and conserving its national parks and protected areas, including the renowned Kinabalu Park.
  • E. Perhutani
    Perhutani is an Indonesian state-owned forestry company responsible for managing and conserving large areas of forest and natural resources in Java and surrounding regions.
  • 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_69d6ab4a5c448190a110d1273314b21a completed April 8, 2026, 7:23 p.m.
NER Named-entity recognition batch_69d915760d208190b68f5e024b3676ba completed April 10, 2026, 3:21 p.m.
NED1 Entity disambiguation (via context triple) batch_69f5f682397c819085a86a98e079660b completed May 2, 2026, 1:05 p.m.
NEDg Description generation batch_69f5fdea1afc8190b39557fdc571e300 completed May 2, 2026, 1:36 p.m.
NED2 Entity disambiguation (via description) batch_69f5fef775508190ab3be470821c5a50 completed May 2, 2026, 1:41 p.m.
Created at: April 8, 2026, 9:49 p.m.