Triple

T16151798
Position Surface form Disambiguated ID Type / Status
Subject Valley of Guatemala E391927 entity
Predicate contains P35 FINISHED
Object Metropolitan Area of Guatemala City
The Metropolitan Area of Guatemala City is the country’s largest urban agglomeration and economic hub, encompassing Guatemala City and its surrounding municipalities within the Valley of Guatemala.
E1197753 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: Metropolitan Area of Guatemala City | Statement: [Valley of Guatemala, contains, Metropolitan Area of Guatemala City]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Metropolitan Area of Guatemala City
Context triple: [Valley of Guatemala, contains, Metropolitan Area of Guatemala City]
  • A. Metropolitan Area of San Salvador
    The Metropolitan Area of San Salvador is the densely populated urban agglomeration surrounding El Salvador’s capital city, serving as the country’s primary political, economic, and cultural center.
  • B. Guatemala City
    Guatemala City is the capital and largest city of Guatemala, serving as the country’s political, economic, and cultural center.
  • C. Piedras Negras metropolitan area
    The Piedras Negras metropolitan area is an urban region in northern Coahuila, Mexico, centered on the border city of Piedras Negras across from Eagle Pass, Texas.
  • D. Totonicapán region
    The Totonicapán region is a culturally rich highland area known for its predominantly Indigenous Maya population, traditional weaving, and historic role in social and political movements.
  • E. Santiago Atitlán
    Santiago Atitlán is a traditional Tz'utujil Maya town in Guatemala known for its vibrant indigenous culture, crafts, and scenic location on the shores of Lake Atitlán.
  • 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: Metropolitan Area of Guatemala City
Triple: [Valley of Guatemala, contains, Metropolitan Area of Guatemala City]
Generated description
The Metropolitan Area of Guatemala City is the country’s largest urban agglomeration and economic hub, encompassing Guatemala City and its surrounding municipalities within the Valley of Guatemala.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Metropolitan Area of Guatemala City
Target entity description: The Metropolitan Area of Guatemala City is the country’s largest urban agglomeration and economic hub, encompassing Guatemala City and its surrounding municipalities within the Valley of Guatemala.
  • A. Metropolitan Area of San Salvador
    The Metropolitan Area of San Salvador is the densely populated urban agglomeration surrounding El Salvador’s capital city, serving as the country’s primary political, economic, and cultural center.
  • B. Guatemala City
    Guatemala City is the capital and largest city of Guatemala, serving as the country’s political, economic, and cultural center.
  • C. Piedras Negras metropolitan area
    The Piedras Negras metropolitan area is an urban region in northern Coahuila, Mexico, centered on the border city of Piedras Negras across from Eagle Pass, Texas.
  • D. Totonicapán region
    The Totonicapán region is a culturally rich highland area known for its predominantly Indigenous Maya population, traditional weaving, and historic role in social and political movements.
  • E. Santiago Atitlán
    Santiago Atitlán is a traditional Tz'utujil Maya town in Guatemala known for its vibrant indigenous culture, crafts, and scenic location on the shores of Lake Atitlán.
  • 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_69d87f1c65e48190aa2b4c472e9bafc4 completed April 10, 2026, 4:39 a.m.
NER Named-entity recognition batch_69e21d981950819087fdacc7879dca97 completed April 17, 2026, 11:46 a.m.
NED1 Entity disambiguation (via context triple) batch_69fff7ac6d1c8190a8553ceb5ec06119 completed May 10, 2026, 3:12 a.m.
NEDg Description generation batch_69fff90570f0819087c96f33f8f45428 completed May 10, 2026, 3:18 a.m.
NED2 Entity disambiguation (via description) batch_69fff99aadf081908050c2941c1e5f96 completed May 10, 2026, 3:20 a.m.
Created at: April 10, 2026, 5:01 a.m.