Triple

T10294479
Position Surface form Disambiguated ID Type / Status
Subject Ambato E241446 entity
Predicate governingBody P46 FINISHED
Object Municipality of Ambato
The Municipality of Ambato is the local government authority responsible for administering and providing public services in the city of Ambato, Ecuador.
 E855923 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: Municipality of Ambato | Statement: [Ambato, governingBody, Municipality of Ambato]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Municipality of Ambato
Context triple: [Ambato, governingBody, Municipality of Ambato]
  • A. Municipality of Cuenca
    The Municipality of Cuenca is the local government authority responsible for administering public services, urban planning, and civic affairs in the city of Cuenca.
  • B. Riberalta Municipality
    Riberalta Municipality is an administrative municipality in northern Bolivia, centered on the town of Riberalta in the Amazonian region of Beni Department.
  • C. Municipality of Pasto
    The Municipality of Pasto is an administrative division in southern Colombia centered on the city of Pasto, serving as its political and governmental jurisdiction.
  • D. Municipality of Guayaquil
    The Municipality of Guayaquil is the local government authority responsible for administering and providing public services in Ecuador’s largest city and main Pacific port, Guayaquil.
  • E. Municipality of Catorce
    The Municipality of Catorce is an administrative region in the state of San Luis Potosí, Mexico, known for encompassing the historic mining town and tourist destination of Real de Catorce.
  • 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: Municipality of Ambato
Triple: [Ambato, governingBody, Municipality of Ambato]
Generated description
The Municipality of Ambato is the local government authority responsible for administering and providing public services in the city of Ambato, Ecuador.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Municipality of Ambato
Target entity description: The Municipality of Ambato is the local government authority responsible for administering and providing public services in the city of Ambato, Ecuador.
  • A. Municipality of Cuenca
    The Municipality of Cuenca is the local government authority responsible for administering public services, urban planning, and civic affairs in the city of Cuenca.
  • B. Riberalta Municipality
    Riberalta Municipality is an administrative municipality in northern Bolivia, centered on the town of Riberalta in the Amazonian region of Beni Department.
  • C. Municipality of Pasto
    The Municipality of Pasto is an administrative division in southern Colombia centered on the city of Pasto, serving as its political and governmental jurisdiction.
  • D. Municipality of Guayaquil
    The Municipality of Guayaquil is the local government authority responsible for administering and providing public services in Ecuador’s largest city and main Pacific port, Guayaquil.
  • E. Municipality of Catorce
    The Municipality of Catorce is an administrative region in the state of San Luis Potosí, Mexico, known for encompassing the historic mining town and tourist destination of Real de Catorce.
  • 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_69d381aaafc08190af475ef58dc16aba completed April 6, 2026, 9:49 a.m.
NER Named-entity recognition batch_69d4d2d5e0f88190be3e23ba2511a1e9 completed April 7, 2026, 9:48 a.m.
NED1 Entity disambiguation (via context triple) batch_69d71d1c180481909ca9983e14cbb931 completed April 9, 2026, 3:29 a.m.
NEDg Description generation batch_69d73182d7548190ac15093aa7001db7 completed April 9, 2026, 4:56 a.m.
NED2 Entity disambiguation (via description) batch_69d7336c06308190ac72154134a26842 completed April 9, 2026, 5:04 a.m.
Created at: April 6, 2026, 11:42 a.m.