Triple
T12447971
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Sabah marine parks |
E297451
|
entity |
| Predicate | hasComponent |
P35
|
FINISHED |
| Object |
Kota Kinabalu marine protected areas
Kota Kinabalu marine protected areas are a network of coastal and island conservation zones near Kota Kinabalu in Sabah, Malaysia, established to protect rich coral reef ecosystems, marine biodiversity, and important fisheries habitats.
|
E297451
|
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: Kota Kinabalu marine protected areas | Statement: [Sabah marine parks, hasComponent, Kota Kinabalu marine protected areas]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Kota Kinabalu marine protected areas Context triple: [Sabah marine parks, hasComponent, Kota Kinabalu marine protected areas]
-
A.
Sabah marine parks
Sabah marine parks are a network of protected marine areas in the Malaysian state of Sabah, renowned for their rich coral reefs, diverse marine life, and popular diving and snorkeling sites.
-
B.
Johor marine and coastal reserves
Johor marine and coastal reserves are a network of protected marine and coastal areas in the Malaysian state of Johor, established to conserve its coastal ecosystems, marine biodiversity, and fisheries resources.
-
C.
Kuching Wetlands National Park
Kuching Wetlands National Park is a protected coastal mangrove and wetland area in Sarawak, Malaysian Borneo, known for its rich biodiversity and habitats for species such as proboscis monkeys, crocodiles, and migratory birds.
-
D.
Derawan Islands Marine Conservation Area
Derawan Islands Marine Conservation Area is a biodiverse marine protected region in Indonesia renowned for its rich coral reefs, sea turtle nesting sites, and exceptional underwater ecosystems.
-
E.
Nusa Penida Marine Protected Area
Nusa Penida Marine Protected Area is a conservation zone around the Nusa Penida island group in Bali, Indonesia, renowned for its rich coral reefs, manta rays, and mola mola, and managed to protect marine biodiversity and support sustainable tourism and fisheries.
- 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: Kota Kinabalu marine protected areas Triple: [Sabah marine parks, hasComponent, Kota Kinabalu marine protected areas]
Generated description
Kota Kinabalu marine protected areas are a network of coastal and island conservation zones near Kota Kinabalu in Sabah, Malaysia, established to protect rich coral reef ecosystems, marine biodiversity, and important fisheries habitats.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Kota Kinabalu marine protected areas Target entity description: Kota Kinabalu marine protected areas are a network of coastal and island conservation zones near Kota Kinabalu in Sabah, Malaysia, established to protect rich coral reef ecosystems, marine biodiversity, and important fisheries habitats.
-
A.
Sabah marine parks
chosen
Sabah marine parks are a network of protected marine areas in the Malaysian state of Sabah, renowned for their rich coral reefs, diverse marine life, and popular diving and snorkeling sites.
-
B.
Johor marine and coastal reserves
Johor marine and coastal reserves are a network of protected marine and coastal areas in the Malaysian state of Johor, established to conserve its coastal ecosystems, marine biodiversity, and fisheries resources.
-
C.
Kuching Wetlands National Park
Kuching Wetlands National Park is a protected coastal mangrove and wetland area in Sarawak, Malaysian Borneo, known for its rich biodiversity and habitats for species such as proboscis monkeys, crocodiles, and migratory birds.
-
D.
Derawan Islands Marine Conservation Area
Derawan Islands Marine Conservation Area is a biodiverse marine protected region in Indonesia renowned for its rich coral reefs, sea turtle nesting sites, and exceptional underwater ecosystems.
-
E.
Nusa Penida Marine Protected Area
Nusa Penida Marine Protected Area is a conservation zone around the Nusa Penida island group in Bali, Indonesia, renowned for its rich coral reefs, manta rays, and mola mola, and managed to protect marine biodiversity and support sustainable tourism and fisheries.
- 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_69d6ada166c48190b902972cd2408fa3 |
completed | April 8, 2026, 7:33 p.m. |
| NER | Named-entity recognition | batch_69d94d9e592c81908cf7f3ca170d942c |
completed | April 10, 2026, 7:21 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f63f1501448190b0a95d7cd249ca9d |
completed | May 2, 2026, 6:14 p.m. |
| NEDg | Description generation | batch_69f640ef7dd08190bf78d04cffac1a44 |
completed | May 2, 2026, 6:22 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69f641abe114819093d99a327f2220c2 |
completed | May 2, 2026, 6:25 p.m. |
Created at: April 8, 2026, 9:56 p.m.