Triple
T4050554
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Lake Atitlán |
E84173
|
entity |
| Predicate | hasNearbyCity |
P350
|
FINISHED |
| Object |
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.
|
E411070
|
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: Santiago Atitlán | Statement: [Lake Atitlán, hasNearbyCity, Santiago Atitlán]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Santiago Atitlán Context triple: [Lake Atitlán, hasNearbyCity, Santiago Atitlán]
-
A.
Antigua Guatemala
Antigua Guatemala is a historic colonial city in southern Guatemala renowned for its well-preserved Spanish Baroque architecture and cobblestone streets, and is recognized as a UNESCO World Heritage Site.
-
B.
Totonicapán
Totonicapán is a town in western Guatemala known for its indigenous K’iche’ Maya population, traditional textiles, and role as the capital of the department of the same name.
-
C.
Xela
Xela is the commonly used local name for Quetzaltenango, a major highland city in western Guatemala known for its rich Mayan and colonial heritage.
-
D.
Santa Tecla
Santa Tecla is a city in El Salvador known as a suburban and commercial hub of the San Salvador metropolitan area, situated on the slopes of the San Salvador Volcano.
-
E.
Chichicastenango
Chichicastenango is a highland Guatemalan town renowned for its vibrant indigenous culture and one of the most famous traditional markets in Central America.
- 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: Santiago Atitlán Triple: [Lake Atitlán, hasNearbyCity, Santiago Atitlán]
Generated description
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.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Santiago Atitlán Target entity description: 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.
-
A.
Antigua Guatemala
Antigua Guatemala is a historic colonial city in southern Guatemala renowned for its well-preserved Spanish Baroque architecture and cobblestone streets, and is recognized as a UNESCO World Heritage Site.
-
B.
Totonicapán
Totonicapán is a town in western Guatemala known for its indigenous K’iche’ Maya population, traditional textiles, and role as the capital of the department of the same name.
-
C.
Xela
Xela is the commonly used local name for Quetzaltenango, a major highland city in western Guatemala known for its rich Mayan and colonial heritage.
-
D.
Santa Tecla
Santa Tecla is a city in El Salvador known as a suburban and commercial hub of the San Salvador metropolitan area, situated on the slopes of the San Salvador Volcano.
-
E.
Chichicastenango
Chichicastenango is a highland Guatemalan town renowned for its vibrant indigenous culture and one of the most famous traditional markets in Central America.
- 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_69aed930bd5c819083e7dcc14fc44f69 |
completed | March 9, 2026, 2:29 p.m. |
| NER | Named-entity recognition | batch_69aefb8413848190992e4b5f3b29b43c |
completed | March 9, 2026, 4:55 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b5629e75e88190935ae3e7db8eb12f |
completed | March 14, 2026, 1:29 p.m. |
| NEDg | Description generation | batch_69b566a133b88190bb63b914cec33217 |
completed | March 14, 2026, 1:46 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69b5672588f48190a3da72939032b425 |
completed | March 14, 2026, 1:48 p.m. |
Created at: March 9, 2026, 3:37 p.m.