Triple

T16024853
Position Surface form Disambiguated ID Type / Status
Subject Cobán E388691 entity
Predicate near P350 FINISHED
Object Lanquin
Lanquin is a small town in Guatemala’s Alta Verapaz region, known as a gateway to the Semuc Champey natural pools and surrounding cave systems.
E1197173 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: Lanquin | Statement: [Cobán, near, Lanquin]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Lanquin
Context triple: [Cobán, near, Lanquin]
  • A. Tlaltenango
    Tlaltenango is a municipality and urban locality that forms part of the greater Puebla metropolitan region in central Mexico.
  • B. San Luis de Talimali
    San Luis de Talimali was a major 17th-century Spanish mission and Apalachee Indian settlement in present-day Florida, serving as a key religious, political, and military center on Spain’s colonial frontier.
  • C. Jalapa
    Jalapa is the capital city of the Mexican state of Veracruz, known for its cool, misty climate, cultural institutions, and surrounding coffee-growing region.
  • D. Puerto López
    Puerto López is a coastal town in Ecuador renowned for its beaches, whale-watching opportunities, and access to Machalilla National Park.
  • 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: Lanquin
Triple: [Cobán, near, Lanquin]
Generated description
Lanquin is a small town in Guatemala’s Alta Verapaz region, known as a gateway to the Semuc Champey natural pools and surrounding cave systems.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Lanquin
Target entity description: Lanquin is a small town in Guatemala’s Alta Verapaz region, known as a gateway to the Semuc Champey natural pools and surrounding cave systems.
  • A. Tlaltenango
    Tlaltenango is a municipality and urban locality that forms part of the greater Puebla metropolitan region in central Mexico.
  • B. San Luis de Talimali
    San Luis de Talimali was a major 17th-century Spanish mission and Apalachee Indian settlement in present-day Florida, serving as a key religious, political, and military center on Spain’s colonial frontier.
  • C. Jalapa
    Jalapa is the capital city of the Mexican state of Veracruz, known for its cool, misty climate, cultural institutions, and surrounding coffee-growing region.
  • D. Puerto López
    Puerto López is a coastal town in Ecuador renowned for its beaches, whale-watching opportunities, and access to Machalilla National Park.
  • 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_69d86dada3808190825d5f80d72fbe88 completed April 10, 2026, 3:25 a.m.
NER Named-entity recognition batch_69e183258c708190acf1588c7ccb254c completed April 17, 2026, 12:47 a.m.
NED1 Entity disambiguation (via context triple) batch_69fff796fafc8190b6cfb2d8ea502eef completed May 10, 2026, 3:12 a.m.
NEDg Description generation batch_69fff8ab1ad881909868dc4009ebb25a completed May 10, 2026, 3:16 a.m.
NED2 Entity disambiguation (via description) batch_69fff93cc140819087167f99efa4dead completed May 10, 2026, 3:19 a.m.
Created at: April 10, 2026, 4:55 a.m.