Triple

T996756
Position Surface form Disambiguated ID Type / Status
Subject Cusco E21511 entity
Predicate governingBody P46 FINISHED
Object Municipality of Cusco
The Municipality of Cusco is the local government authority responsible for administering and managing public services, urban planning, and development in the city of Cusco, Peru.
 E117522 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 Cusco | Statement: [Cusco, governingBody, Municipality of Cusco]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Municipality of Cusco
Context triple: [Cusco, governingBody, Municipality of Cusco]
  • A. Municipality of Lima
    The Municipality of Lima is the local government authority responsible for administering Peru’s capital city, overseeing urban planning, public services, and cultural and recreational infrastructure.
  • B. Cusco Region
    Cusco Region is a department in southeastern Peru known as the historic heartland of the Inca Empire and home to major archaeological sites including Machu Picchu and the Sacred Valley.
  • C. Cusco
    Cusco is a historic city in southeastern Peru that served as the capital of the Inca Empire and is now a major gateway to Machu Picchu.
  • D. Urubamba town
    Urubamba town is a small Andean settlement in Peru that serves as a gateway and service hub for travelers exploring the Sacred Valley and nearby Inca archaeological sites.
  • E. Huaral Province
    Huaral Province is an agricultural and coastal province in central Peru known for its fertile valleys, fruit production, and proximity to the capital city of Lima.
  • 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 Cusco
Triple: [Cusco, governingBody, Municipality of Cusco]
Generated description
The Municipality of Cusco is the local government authority responsible for administering and managing public services, urban planning, and development in the city of Cusco, Peru.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Municipality of Cusco
Target entity description: The Municipality of Cusco is the local government authority responsible for administering and managing public services, urban planning, and development in the city of Cusco, Peru.
  • A. Municipality of Lima
    The Municipality of Lima is the local government authority responsible for administering Peru’s capital city, overseeing urban planning, public services, and cultural and recreational infrastructure.
  • B. Cusco Region
    Cusco Region is a department in southeastern Peru known as the historic heartland of the Inca Empire and home to major archaeological sites including Machu Picchu and the Sacred Valley.
  • C. Cusco
    Cusco is a historic city in southeastern Peru that served as the capital of the Inca Empire and is now a major gateway to Machu Picchu.
  • D. Urubamba town
    Urubamba town is a small Andean settlement in Peru that serves as a gateway and service hub for travelers exploring the Sacred Valley and nearby Inca archaeological sites.
  • E. Huaral Province
    Huaral Province is an agricultural and coastal province in central Peru known for its fertile valleys, fruit production, and proximity to the capital city of Lima.
  • 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_69a493c476b48190b41fc5e793171cc6 completed March 1, 2026, 7:30 p.m.
NER Named-entity recognition batch_69a4b4df6dcc819084a7c0a50637a2c2 completed March 1, 2026, 9:51 p.m.
NED1 Entity disambiguation (via context triple) batch_69ac2593a6588190b52989e9670d84e3 completed March 7, 2026, 1:18 p.m.
NEDg Description generation batch_69ac268798cc81908254b8733437c55e completed March 7, 2026, 1:22 p.m.
NED2 Entity disambiguation (via description) batch_69ac26ee09f0819098a7b1adcbb79053 completed March 7, 2026, 1:23 p.m.
Created at: March 1, 2026, 7:41 p.m.