Triple

T16762316
Position Surface form Disambiguated ID Type / Status
Subject Quetzaltenango Department E407376 entity
Predicate hasMajorCity P316 FINISHED
Object Concepción Chiquirichapa
Concepción Chiquirichapa is a highland municipality in western Guatemala known for its indigenous Mam population, traditional agriculture, and proximity to the city of Quetzaltenango.
 E1233976 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: Concepción Chiquirichapa | Statement: [Quetzaltenango Department, hasMajorCity, Concepción Chiquirichapa]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Concepción Chiquirichapa
Context triple: [Quetzaltenango Department, hasMajorCity, Concepción Chiquirichapa]
  • A. Panajachel
    Panajachel is a popular lakeside town on the shores of Lake Atitlán in Guatemala, known for its scenic volcano views and vibrant tourism scene.
  • B. Chiquilá
    Chiquilá is a small coastal village in Quintana Roo, Mexico, best known as the main ferry departure point to the popular island destination of Isla Holbox.
  • C. Chicamán
    Chicamán is a rural municipality in Guatemala known for its mountainous terrain, indigenous Maya communities, and traditional agricultural economy.
  • D. Tlaltenango
    Tlaltenango is a municipality and urban locality that forms part of the greater Puebla metropolitan region in central Mexico.
  • E. Puerto López
    Puerto López is a Colombian town and municipality in the Meta Department, known as a gateway to the Llanos plains and often cited as being near the geographic center of Colombia.
  • 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: Concepción Chiquirichapa
Triple: [Quetzaltenango Department, hasMajorCity, Concepción Chiquirichapa]
Generated description
Concepción Chiquirichapa is a highland municipality in western Guatemala known for its indigenous Mam population, traditional agriculture, and proximity to the city of Quetzaltenango.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Concepción Chiquirichapa
Target entity description: Concepción Chiquirichapa is a highland municipality in western Guatemala known for its indigenous Mam population, traditional agriculture, and proximity to the city of Quetzaltenango.
  • A. Panajachel
    Panajachel is a popular lakeside town on the shores of Lake Atitlán in Guatemala, known for its scenic volcano views and vibrant tourism scene.
  • B. Chiquilá
    Chiquilá is a small coastal village in Quintana Roo, Mexico, best known as the main ferry departure point to the popular island destination of Isla Holbox.
  • C. Chicamán
    Chicamán is a rural municipality in Guatemala known for its mountainous terrain, indigenous Maya communities, and traditional agricultural economy.
  • D. Tlaltenango
    Tlaltenango is a municipality and urban locality that forms part of the greater Puebla metropolitan region in central Mexico.
  • E. Puerto López
    Puerto López is a Colombian town and municipality in the Meta Department, known as a gateway to the Llanos plains and often cited as being near the geographic center of Colombia.
  • 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_69d8839174188190909f190097207065 completed April 10, 2026, 4:58 a.m.
NER Named-entity recognition batch_69e3abee862c819086d9bf01e623a8ce completed April 18, 2026, 4:06 p.m.
NED1 Entity disambiguation (via context triple) batch_6a00aaf7908481909af31fc2d02f33fb completed May 10, 2026, 3:57 p.m.
NEDg Description generation batch_6a00abfe035881909330d356bb497229 completed May 10, 2026, 4:02 p.m.
NED2 Entity disambiguation (via description) batch_6a00ac54a11c81909afe9244e9fe0656 completed May 10, 2026, 4:03 p.m.
Created at: April 10, 2026, 5:21 a.m.