Triple

T12217819
Position Surface form Disambiguated ID Type / Status
Subject Danum Valley Conservation Area E291130 entity
Predicate hasAccommodation P17960 FINISHED
Object Borneo Rainforest Lodge
Borneo Rainforest Lodge is an upscale eco-lodge deep in Sabah’s Danum Valley rainforest, renowned for its wildlife-rich surroundings and immersive jungle experience.
 E970604 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: Borneo Rainforest Lodge | Statement: [Danum Valley Conservation Area, hasAccommodation, Borneo Rainforest Lodge]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Borneo Rainforest Lodge
Context triple: [Danum Valley Conservation Area, hasAccommodation, Borneo Rainforest Lodge]
  • A. Rainforest Discovery Centre
    Rainforest Discovery Centre is an environmental education and ecotourism facility in Sabah, Malaysia, known for its canopy walkways, birdwatching opportunities, and immersive experiences in Bornean rainforest biodiversity.
  • B. Hubbard Orangutan Forest
    Hubbard Orangutan Forest is a specialized orangutan habitat and immersive rainforest-themed exhibit at Omaha’s Henry Doorly Zoo and Aquarium.
  • C. Kuala Tahan
    Kuala Tahan is a small Malaysian village that serves as the main gateway and service hub for visitors entering Taman Negara National Park and the surrounding rainforest, including Mount Tahan.
  • D. Danum Valley Conservation Area
    Danum Valley Conservation Area is a renowned protected lowland rainforest in Malaysian Borneo, celebrated for its rich biodiversity and pristine, undisturbed ecosystems.
  • E. Bunga Forest Botanical Reserve
    Bunga Forest Botanical Reserve is a protected botanical area in Zimbabwe’s Bvumba Mountains, known for its rich montane forest biodiversity and scenic landscapes.
  • 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: Borneo Rainforest Lodge
Triple: [Danum Valley Conservation Area, hasAccommodation, Borneo Rainforest Lodge]
Generated description
Borneo Rainforest Lodge is an upscale eco-lodge deep in Sabah’s Danum Valley rainforest, renowned for its wildlife-rich surroundings and immersive jungle experience.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Borneo Rainforest Lodge
Target entity description: Borneo Rainforest Lodge is an upscale eco-lodge deep in Sabah’s Danum Valley rainforest, renowned for its wildlife-rich surroundings and immersive jungle experience.
  • A. Rainforest Discovery Centre
    Rainforest Discovery Centre is an environmental education and ecotourism facility in Sabah, Malaysia, known for its canopy walkways, birdwatching opportunities, and immersive experiences in Bornean rainforest biodiversity.
  • B. Hubbard Orangutan Forest
    Hubbard Orangutan Forest is a specialized orangutan habitat and immersive rainforest-themed exhibit at Omaha’s Henry Doorly Zoo and Aquarium.
  • C. Kuala Tahan
    Kuala Tahan is a small Malaysian village that serves as the main gateway and service hub for visitors entering Taman Negara National Park and the surrounding rainforest, including Mount Tahan.
  • D. Danum Valley Conservation Area
    Danum Valley Conservation Area is a renowned protected lowland rainforest in Malaysian Borneo, celebrated for its rich biodiversity and pristine, undisturbed ecosystems.
  • E. Bunga Forest Botanical Reserve
    Bunga Forest Botanical Reserve is a protected botanical area in Zimbabwe’s Bvumba Mountains, known for its rich montane forest biodiversity and scenic landscapes.
  • 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_69f60aa31f548190bd4f8cfe3c55614b completed May 2, 2026, 2:30 p.m.
NEDg Description generation batch_69f60dbe4f788190a3b4be4b31cfbffa completed May 2, 2026, 2:44 p.m.
NED2 Entity disambiguation (via description) batch_69f60ee037bc8190be486e30e03031a7 completed May 2, 2026, 2:49 p.m.
Created at: April 8, 2026, 9:51 p.m.