Triple

T3801271
Position Surface form Disambiguated ID Type / Status
Subject Guatemala Highlands E91692 entity
Predicate hasCity P316 FINISHED
Object Cobán
Cobán is a city in central Guatemala known for its cool highland climate, coffee production, and proximity to natural attractions like Semuc Champey.
 E388691 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: Cobán | Statement: [Guatemala Highlands, hasCity, Cobán]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Cobán
Context triple: [Guatemala Highlands, hasCity, Cobán]
  • A. Cocama-Cocamilla
    Cocama-Cocamilla are an indigenous people of the western Amazon, primarily in Peru’s Loreto Region, known for their distinct Cocama language and riverine culture along the Amazon and its tributaries.
  • B. Caparrapí
    Caparrapí is a municipality in central Colombia known for its rural character and location within the Andean region of the Cundinamarca Department.
  • C. Gualaquiza
    Gualaquiza is a town in southeastern Ecuador known as a local commercial and administrative center within the Amazonian Morona-Santiago Province.
  • D. Copán River
    The Copán River is a waterway in western Honduras that flows through the archaeological region of the ancient Maya city of Copán, contributing to the area's historical and ecological significance.
  • E. Zamboanguita
    Zamboanguita is a coastal municipality in the Philippine province of Negros Oriental known for its diving spots and proximity to Apo Island.
  • 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: Cobán
Triple: [Guatemala Highlands, hasCity, Cobán]
Generated description
Cobán is a city in central Guatemala known for its cool highland climate, coffee production, and proximity to natural attractions like Semuc Champey.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Cobán
Target entity description: Cobán is a city in central Guatemala known for its cool highland climate, coffee production, and proximity to natural attractions like Semuc Champey.
  • A. Cocama-Cocamilla
    Cocama-Cocamilla are an indigenous people of the western Amazon, primarily in Peru’s Loreto Region, known for their distinct Cocama language and riverine culture along the Amazon and its tributaries.
  • B. Caparrapí
    Caparrapí is a municipality in central Colombia known for its rural character and location within the Andean region of the Cundinamarca Department.
  • C. Gualaquiza
    Gualaquiza is a town in southeastern Ecuador known as a local commercial and administrative center within the Amazonian Morona-Santiago Province.
  • D. Copán River
    The Copán River is a waterway in western Honduras that flows through the archaeological region of the ancient Maya city of Copán, contributing to the area's historical and ecological significance.
  • E. Zamboanguita
    Zamboanguita is a coastal municipality in the Philippine province of Negros Oriental known for its diving spots and proximity to Apo Island.
  • 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_69aed96354f48190a768966d6bd19b04 completed March 9, 2026, 2:29 p.m.
NER Named-entity recognition batch_69aee7b82c0c81909519c3988b108d8b completed March 9, 2026, 3:31 p.m.
NED1 Entity disambiguation (via context triple) batch_69b4f066e30481909e5baa630f3539e4 completed March 14, 2026, 5:21 a.m.
NEDg Description generation batch_69b4f21d7410819084b521a7c4a4b151 completed March 14, 2026, 5:29 a.m.
NED2 Entity disambiguation (via description) batch_69b4f275d18c81909e93a6ff11fa66b4 completed March 14, 2026, 5:30 a.m.
Created at: March 9, 2026, 3:15 p.m.