Triple

T20560456
Position Surface form Disambiguated ID Type / Status
Subject Sangkulirang–Mangkalihat Karst E504829 entity
Predicate partOf P40 FINISHED
Object East Kalimantan karst region
The East Kalimantan karst region is a vast limestone landscape in Indonesian Borneo known for its dramatic caves, rich biodiversity, and significant prehistoric rock art sites.
 E504829 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: East Kalimantan karst region | Statement: [Sangkulirang–Mangkalihat Karst, partOf, East Kalimantan karst region]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: East Kalimantan karst region
Context triple: [Sangkulirang–Mangkalihat Karst, partOf, East Kalimantan karst region]
  • A. Sangkulirang–Mangkalihat Karst
    Sangkulirang–Mangkalihat Karst is a vast limestone karst landscape in East Kalimantan, Indonesia, renowned for its dramatic caves, rich biodiversity, and ancient rock art.
  • B. Interior Highlands of Borneo
    The Interior Highlands of Borneo is a remote, mountainous region in the heart of the island known for its rugged landscapes, rich biodiversity, and indigenous highland communities such as the Kelabit.
  • C. Heart of Borneo region
    The Heart of Borneo region is a vast transboundary tropical rainforest area on the island of Borneo, renowned for its exceptional biodiversity and large tracts of relatively undisturbed jungle spanning Brunei, Indonesia, and Malaysia.
  • D. Central Kalimantan
    Central Kalimantan is a large, sparsely populated province on the island of Borneo in Indonesia, known for its extensive tropical rainforests, Dayak indigenous culture, and significant peatland ecosystems.
  • E. Rammang-Rammang karst area
    Rammang-Rammang karst area is a scenic limestone landscape in South Sulawesi, Indonesia, known for its dramatic karst formations, caves, and riverine scenery that attract ecotourism and geological interest.
  • 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: East Kalimantan karst region
Triple: [Sangkulirang–Mangkalihat Karst, partOf, East Kalimantan karst region]
Generated description
The East Kalimantan karst region is a vast limestone landscape in Indonesian Borneo known for its dramatic caves, rich biodiversity, and significant prehistoric rock art sites.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: East Kalimantan karst region
Target entity description: The East Kalimantan karst region is a vast limestone landscape in Indonesian Borneo known for its dramatic caves, rich biodiversity, and significant prehistoric rock art sites.
  • A. Sangkulirang–Mangkalihat Karst chosen
    Sangkulirang–Mangkalihat Karst is a vast limestone karst landscape in East Kalimantan, Indonesia, renowned for its dramatic caves, rich biodiversity, and ancient rock art.
  • B. Interior Highlands of Borneo
    The Interior Highlands of Borneo is a remote, mountainous region in the heart of the island known for its rugged landscapes, rich biodiversity, and indigenous highland communities such as the Kelabit.
  • C. Heart of Borneo region
    The Heart of Borneo region is a vast transboundary tropical rainforest area on the island of Borneo, renowned for its exceptional biodiversity and large tracts of relatively undisturbed jungle spanning Brunei, Indonesia, and Malaysia.
  • D. Central Kalimantan
    Central Kalimantan is a large, sparsely populated province on the island of Borneo in Indonesia, known for its extensive tropical rainforests, Dayak indigenous culture, and significant peatland ecosystems.
  • E. Rammang-Rammang karst area
    Rammang-Rammang karst area is a scenic limestone landscape in South Sulawesi, Indonesia, known for its dramatic karst formations, caves, and riverine scenery that attract ecotourism and geological interest.
  • F. None of above.

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_69e0b4b6587c8190aee63dc7cff244ea completed April 16, 2026, 10:06 a.m.
NER Named-entity recognition batch_69e6a79d93148190b038814af0a4649a completed April 20, 2026, 10:24 p.m.
NED1 Entity disambiguation (via context triple) batch_6a08a57b6df88190a2593cff3b03ff0b completed May 16, 2026, 5:12 p.m.
NEDg Description generation batch_6a08a6439bc08190a2df7f1f7b24fadb completed May 16, 2026, 5:15 p.m.
NED2 Entity disambiguation (via description) batch_6a08a70118dc8190bdf07bcc3342340e completed May 16, 2026, 5:18 p.m.
Created at: April 16, 2026, 11:38 a.m.