Triple

T4050556
Position Surface form Disambiguated ID Type / Status
Subject Lake Atitlán E84173 entity
Predicate hasNearbyTown P3883 FINISHED
Object San Marcos La Laguna
San Marcos La Laguna is a small, tranquil village in Guatemala known for its lakeside setting on Lake Atitlán and its vibrant community of yoga, meditation, and holistic retreat centers.
 E411071 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: San Marcos La Laguna | Statement: [Lake Atitlán, hasNearbyTown, San Marcos La Laguna]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: San Marcos La Laguna
Context triple: [Lake Atitlán, hasNearbyTown, San Marcos La Laguna]
  • A. San Pedro La Laguna
    San Pedro La Laguna is a small, scenic town in Guatemala known for its Mayan Tz'utujil culture, vibrant backpacker scene, and striking views of the surrounding volcanoes and Lake Atitlán.
  • B. Soledad de Graciano Sánchez
    Soledad de Graciano Sánchez is a populous urban municipality in the Mexican state of San Luis Potosí, forming part of the greater metropolitan area of the state capital.
  • C. Pueblo de San José de Guadalupe
    Pueblo de San José de Guadalupe was the original Spanish colonial settlement that evolved into the modern city of San Jose, California.
  • D. San José de los Cedros
    San José de los Cedros is a residential neighborhood located within the borough of Cuajimalpa de Morelos in Mexico City.
  • E. San Pedro de los Pinos
    San Pedro de los Pinos is a traditional residential neighborhood in Mexico City known for its central location, local markets, and mix of historic and modern urban development.
  • 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: San Marcos La Laguna
Triple: [Lake Atitlán, hasNearbyTown, San Marcos La Laguna]
Generated description
San Marcos La Laguna is a small, tranquil village in Guatemala known for its lakeside setting on Lake Atitlán and its vibrant community of yoga, meditation, and holistic retreat centers.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: San Marcos La Laguna
Target entity description: San Marcos La Laguna is a small, tranquil village in Guatemala known for its lakeside setting on Lake Atitlán and its vibrant community of yoga, meditation, and holistic retreat centers.
  • A. San Pedro La Laguna
    San Pedro La Laguna is a small, scenic town in Guatemala known for its Mayan Tz'utujil culture, vibrant backpacker scene, and striking views of the surrounding volcanoes and Lake Atitlán.
  • B. Soledad de Graciano Sánchez
    Soledad de Graciano Sánchez is a populous urban municipality in the Mexican state of San Luis Potosí, forming part of the greater metropolitan area of the state capital.
  • C. Pueblo de San José de Guadalupe
    Pueblo de San José de Guadalupe was the original Spanish colonial settlement that evolved into the modern city of San Jose, California.
  • D. San José de los Cedros
    San José de los Cedros is a residential neighborhood located within the borough of Cuajimalpa de Morelos in Mexico City.
  • E. San Pedro de los Pinos
    San Pedro de los Pinos is a traditional residential neighborhood in Mexico City known for its central location, local markets, and mix of historic and modern urban development.
  • 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.