Triple

T16762314
Position Surface form Disambiguated ID Type / Status
Subject Quetzaltenango Department E407376 entity
Predicate hasMajorCity P316 FINISHED
Object Almolonga
Almolonga is a Guatemalan town in the Quetzaltenango Department, renowned for its highly productive vegetable farming and vibrant indigenous Kʼicheʼ culture.
 E1232468 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: Almolonga | Statement: [Quetzaltenango Department, hasMajorCity, Almolonga]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Almolonga
Context triple: [Quetzaltenango Department, hasMajorCity, Almolonga]
  • A. Khorixas
    Khorixas is a small town in northwestern Namibia that serves as an administrative and commercial center for the surrounding Kunene Region.
  • B. Quimbara
    "Quimbara" is a classic salsa song, famous for its infectious rhythm and Celia Cruz’s powerful, exuberant vocals.
  • C. Melaque
    Melaque is a coastal town in Jalisco, Mexico, known for its relaxed beach atmosphere, tourism, and role as a popular vacation spot on the Pacific coast.
  • D. Mazunte
    Mazunte is a small, laid-back beach town on Mexico’s Oaxacan coast, known for its sea turtle conservation center, eco-tourism, and scenic Pacific shoreline.
  • E. Tamaroa
    The Tamaroa were a Native American tribe of the Illinois Confederation who traditionally lived along the Mississippi River in what is now Illinois.
  • 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: Almolonga
Triple: [Quetzaltenango Department, hasMajorCity, Almolonga]
Generated description
Almolonga is a Guatemalan town in the Quetzaltenango Department, renowned for its highly productive vegetable farming and vibrant indigenous Kʼicheʼ culture.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Almolonga
Target entity description: Almolonga is a Guatemalan town in the Quetzaltenango Department, renowned for its highly productive vegetable farming and vibrant indigenous Kʼicheʼ culture.
  • A. Khorixas
    Khorixas is a small town in northwestern Namibia that serves as an administrative and commercial center for the surrounding Kunene Region.
  • B. Quimbara
    "Quimbara" is a classic salsa song, famous for its infectious rhythm and Celia Cruz’s powerful, exuberant vocals.
  • C. Melaque
    Melaque is a coastal town in Jalisco, Mexico, known for its relaxed beach atmosphere, tourism, and role as a popular vacation spot on the Pacific coast.
  • D. Mazunte
    Mazunte is a small, laid-back beach town on Mexico’s Oaxacan coast, known for its sea turtle conservation center, eco-tourism, and scenic Pacific shoreline.
  • E. Tamaroa
    The Tamaroa were a Native American tribe of the Illinois Confederation who traditionally lived along the Mississippi River in what is now Illinois.
  • 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_6a00a52d077081908080c61da67e0032 completed May 10, 2026, 3:33 p.m.
NEDg Description generation batch_6a00a685753881908c3fef10823ce569 completed May 10, 2026, 3:38 p.m.
NED2 Entity disambiguation (via description) batch_6a00a7174f5c8190891ddd180c50aee3 completed May 10, 2026, 3:41 p.m.
Created at: April 10, 2026, 5:21 a.m.