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.