Triple

T15063481
Position Surface form Disambiguated ID Type / Status
Subject Huehuetenango, Guatemala E379694 entity
Predicate locatedNear P294 FINISHED
Object Guatemala–Mexico border
The Guatemala–Mexico border is the international boundary separating southern Mexico from western Guatemala, spanning diverse terrain from Pacific coastal plains to remote highland and jungle regions and serving as a major corridor for trade and migration in Mesoamerica.
E1135037 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: Guatemala–Mexico border | Statement: [Huehuetenango, Guatemala, locatedNear, Guatemala–Mexico border]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Guatemala–Mexico border
Context triple: [Huehuetenango, Guatemala, locatedNear, Guatemala–Mexico border]
  • A. Belize–Mexico border
    The Belize–Mexico border is the international boundary separating northern Belize from southeastern Mexico, marked by the Hondo River and key crossing points that facilitate trade and travel between the two countries.
  • B. El Salvador–Honduras border
    The El Salvador–Honduras border is the international boundary between El Salvador and Honduras, historically marked by territorial disputes and Cold War–era violence in Central America.
  • C. Nicaragua–Honduras border
    The Nicaragua–Honduras border is the international boundary in Central America separating Nicaragua and Honduras, running from the Caribbean Sea through riverine and mountainous terrain.
  • D. U.S.–Mexico border
    The U.S.–Mexico border is the international boundary separating the United States and Mexico, stretching from the Pacific Ocean to the Gulf of Mexico and serving as a major focal point for migration, trade, and security issues.
  • E. Nicaragua–Costa Rica border
    The Nicaragua–Costa Rica border is the international boundary in Central America separating Nicaragua and Costa Rica, much of which follows the course of the San Juan River and has been the subject of historical and territorial disputes.
  • 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: Guatemala–Mexico border
Triple: [Huehuetenango, Guatemala, locatedNear, Guatemala–Mexico border]
Generated description
The Guatemala–Mexico border is the international boundary separating southern Mexico from western Guatemala, spanning diverse terrain from Pacific coastal plains to remote highland and jungle regions and serving as a major corridor for trade and migration in Mesoamerica.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Guatemala–Mexico border
Target entity description: The Guatemala–Mexico border is the international boundary separating southern Mexico from western Guatemala, spanning diverse terrain from Pacific coastal plains to remote highland and jungle regions and serving as a major corridor for trade and migration in Mesoamerica.
  • A. Belize–Mexico border
    The Belize–Mexico border is the international boundary separating northern Belize from southeastern Mexico, marked by the Hondo River and key crossing points that facilitate trade and travel between the two countries.
  • B. El Salvador–Honduras border
    The El Salvador–Honduras border is the international boundary between El Salvador and Honduras, historically marked by territorial disputes and Cold War–era violence in Central America.
  • C. Nicaragua–Honduras border
    The Nicaragua–Honduras border is the international boundary in Central America separating Nicaragua and Honduras, running from the Caribbean Sea through riverine and mountainous terrain.
  • D. U.S.–Mexico border
    The U.S.–Mexico border is the international boundary separating the United States and Mexico, stretching from the Pacific Ocean to the Gulf of Mexico and serving as a major focal point for migration, trade, and security issues.
  • E. Nicaragua–Costa Rica border
    The Nicaragua–Costa Rica border is the international boundary in Central America separating Nicaragua and Costa Rica, much of which follows the course of the San Juan River and has been the subject of historical and territorial disputes.
  • 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_69d85cd7683881908d405c1b5d7b4f7f completed April 10, 2026, 2:13 a.m.
NER Named-entity recognition batch_69dedee803ac81908bb7d66e49c2eb72 completed April 15, 2026, 12:42 a.m.
NED1 Entity disambiguation (via context triple) batch_69fea5c8b3ac8190b8fc921b6e6eeed5 completed May 9, 2026, 3:11 a.m.
NEDg Description generation batch_69fea74447d481908b290d6be0f0898e completed May 9, 2026, 3:17 a.m.
NED2 Entity disambiguation (via description) batch_69fea81b77708190b0aafcb504dc72d1 completed May 9, 2026, 3:20 a.m.
Created at: April 10, 2026, 3:02 a.m.