Triple

T17809127
Position Surface form Disambiguated ID Type / Status
Subject Luang Namtha Province E444650 entity
Predicate contains P35 FINISHED
Object Nam Ha National Protected Area
Nam Ha National Protected Area is a biodiverse forested conservation area in northern Laos known for its rich wildlife, ethnic minority communities, and ecotourism trekking opportunities.
 E1289838 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: Nam Ha National Protected Area | Statement: [Luang Namtha Province, contains, Nam Ha National Protected Area]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Nam Ha National Protected Area
Context triple: [Luang Namtha Province, contains, Nam Ha National Protected Area]
  • A. Nam Lan Conservation Area
    Nam Lan Conservation Area is a protected natural reserve in northern Laos known for its forested landscapes and biodiversity within Phongsaly Province.
  • B. Xe Sap National Protected Area
    Xe Sap National Protected Area is a biodiverse forest reserve in southern Laos, known for its rugged Annamite mountain landscapes and rich assemblage of rare and endemic wildlife.
  • C. Ba Vì National Park
    Ba Vì National Park is a mountainous protected area in northern Vietnam known for its rich biodiversity, cool climate, and scenic forested landscapes surrounding the Ba Vì mountain range.
  • D. Lan Sang National Park
    Lan Sang National Park is a protected natural area in western Thailand known for its forested mountains, waterfalls, and diverse wildlife.
  • E. Son Tra Nature Reserve
    Son Tra Nature Reserve is a protected forested area on Vietnam’s Son Tra Peninsula, known for its rich biodiversity, rare red-shanked douc langurs, and scenic coastal and mountain 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: Nam Ha National Protected Area
Triple: [Luang Namtha Province, contains, Nam Ha National Protected Area]
Generated description
Nam Ha National Protected Area is a biodiverse forested conservation area in northern Laos known for its rich wildlife, ethnic minority communities, and ecotourism trekking opportunities.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Nam Ha National Protected Area
Target entity description: Nam Ha National Protected Area is a biodiverse forested conservation area in northern Laos known for its rich wildlife, ethnic minority communities, and ecotourism trekking opportunities.
  • A. Nam Lan Conservation Area
    Nam Lan Conservation Area is a protected natural reserve in northern Laos known for its forested landscapes and biodiversity within Phongsaly Province.
  • B. Xe Sap National Protected Area
    Xe Sap National Protected Area is a biodiverse forest reserve in southern Laos, known for its rugged Annamite mountain landscapes and rich assemblage of rare and endemic wildlife.
  • C. Ba Vì National Park
    Ba Vì National Park is a mountainous protected area in northern Vietnam known for its rich biodiversity, cool climate, and scenic forested landscapes surrounding the Ba Vì mountain range.
  • D. Lan Sang National Park
    Lan Sang National Park is a protected natural area in western Thailand known for its forested mountains, waterfalls, and diverse wildlife.
  • E. Son Tra Nature Reserve
    Son Tra Nature Reserve is a protected forested area on Vietnam’s Son Tra Peninsula, known for its rich biodiversity, rare red-shanked douc langurs, and scenic coastal and mountain 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_69d8b9f0de78819099395b14db75a8a6 completed April 10, 2026, 8:50 a.m.
NER Named-entity recognition batch_69e4887976e48190842840ef064dc772 completed April 19, 2026, 7:47 a.m.
NED1 Entity disambiguation (via context triple) batch_6a02ff5e7d7881908bf08022930edbc1 completed May 12, 2026, 10:22 a.m.
NEDg Description generation batch_6a0300ca1ac88190b474ac8276d55445 completed May 12, 2026, 10:28 a.m.
NED2 Entity disambiguation (via description) batch_6a03017f7ea08190b3a98db1c429d04f completed May 12, 2026, 10:31 a.m.
Created at: April 10, 2026, 10:14 a.m.