Triple

T7107426
Position Surface form Disambiguated ID Type / Status
Subject Maya Biosphere Reserve E165622 entity
Predicate locatedIn P40 FINISHED
Object northern Guatemala
Northern Guatemala is a sparsely populated, largely forested region known for its extensive tropical jungles, rich Maya archaeological sites, and significant protected areas such as the Maya Biosphere Reserve.
E642538 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: northern Guatemala | Statement: [Maya Biosphere Reserve, locatedIn, northern Guatemala]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: northern Guatemala
Context triple: [Maya Biosphere Reserve, locatedIn, northern Guatemala]
  • A. southern Guatemala
    Southern Guatemala is a region characterized by volcanic landscapes, including active volcanoes like Pacaya, and a mix of agricultural lowlands and Pacific coastal areas.
  • B. eastern Guatemala
    Eastern Guatemala is a region of Guatemala that includes parts of the country’s highlands and lowlands and is home to various indigenous communities, including Poqomam Maya speakers.
  • C. western Guatemala
    Western Guatemala is a predominantly mountainous region of Guatemala known for its highland indigenous communities, cooler climate, and proximity to the Mexican border.
  • D. Northern Honduras
    Northern Honduras is a coastal region along the Caribbean Sea known for its port cities, tropical climate, and role as a commercial and tourism hub of the country.
  • E. Huehuetenango, Guatemala
    Huehuetenango, Guatemala is a city in western Guatemala known as a regional commercial hub near the Mexican border and as the capital of the department of the same name.
  • 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: northern Guatemala
Triple: [Maya Biosphere Reserve, locatedIn, northern Guatemala]
Generated description
Northern Guatemala is a sparsely populated, largely forested region known for its extensive tropical jungles, rich Maya archaeological sites, and significant protected areas such as the Maya Biosphere Reserve.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: northern Guatemala
Target entity description: Northern Guatemala is a sparsely populated, largely forested region known for its extensive tropical jungles, rich Maya archaeological sites, and significant protected areas such as the Maya Biosphere Reserve.
  • A. southern Guatemala
    Southern Guatemala is a region characterized by volcanic landscapes, including active volcanoes like Pacaya, and a mix of agricultural lowlands and Pacific coastal areas.
  • B. eastern Guatemala
    Eastern Guatemala is a region of Guatemala that includes parts of the country’s highlands and lowlands and is home to various indigenous communities, including Poqomam Maya speakers.
  • C. western Guatemala
    Western Guatemala is a predominantly mountainous region of Guatemala known for its highland indigenous communities, cooler climate, and proximity to the Mexican border.
  • D. Northern Honduras
    Northern Honduras is a coastal region along the Caribbean Sea known for its port cities, tropical climate, and role as a commercial and tourism hub of the country.
  • E. Huehuetenango, Guatemala
    Huehuetenango, Guatemala is a city in western Guatemala known as a regional commercial hub near the Mexican border and as the capital of the department of the same name.
  • 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_69c6888120f081908f8f01b201dc4a4c completed March 27, 2026, 1:39 p.m.
NER Named-entity recognition batch_69c6e5bbd4e481909e0948d01c6b15f4 completed March 27, 2026, 8:17 p.m.
NED1 Entity disambiguation (via context triple) batch_69c79cb4840881908196e447618b38b0 completed March 28, 2026, 9:17 a.m.
NEDg Description generation batch_69c79e779190819095aa5ab32c150d44 completed March 28, 2026, 9:25 a.m.
NED2 Entity disambiguation (via description) batch_69c79f0b2a6c819091a2d72942f8f8c5 completed March 28, 2026, 9:27 a.m.
Created at: March 27, 2026, 2:42 p.m.