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.