Triple

T7832918
Position Surface form Disambiguated ID Type / Status
Subject Municipality of Antofagasta E181617 entity
Predicate hasAdministrativeDivision P747 FINISHED
Object commune of Antofagasta
The commune of Antofagasta is a local administrative division in northern Chile that encompasses the city of Antofagasta and its surrounding areas.
 E181617 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: commune of Antofagasta | Statement: [Municipality of Antofagasta, hasAdministrativeDivision, commune of Antofagasta]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: commune of Antofagasta
Context triple: [Municipality of Antofagasta, hasAdministrativeDivision, commune of Antofagasta]
  • A. Municipality of Antofagasta
    The Municipality of Antofagasta is the local government body responsible for administering and providing public services to the city of Antofagasta in northern Chile.
  • B. Commune of Quilpué
    The Commune of Quilpué is an administrative division in Chile’s Valparaíso Region that encompasses the city of Quilpué and its surrounding areas.
  • C. Quintero Commune
    Quintero Commune is an administrative and coastal municipality in central Chile known for its bay, beaches, and industrial-port activities.
  • D. Huasco commune
    Huasco commune is an administrative division in Chile’s Atacama Region, known for its coastal location along the Pacific Ocean and its role in regional mining and agriculture.
  • E. Commune of Talcahuano
    The Commune of Talcahuano is a coastal administrative division in Chile that encompasses the port city of Talcahuano and its surrounding urban and industrial areas.
  • 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: commune of Antofagasta
Triple: [Municipality of Antofagasta, hasAdministrativeDivision, commune of Antofagasta]
Generated description
The commune of Antofagasta is a local administrative division in northern Chile that encompasses the city of Antofagasta and its surrounding areas.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: commune of Antofagasta
Target entity description: The commune of Antofagasta is a local administrative division in northern Chile that encompasses the city of Antofagasta and its surrounding areas.
  • A. Municipality of Antofagasta chosen
    The Municipality of Antofagasta is the local government body responsible for administering and providing public services to the city of Antofagasta in northern Chile.
  • B. Commune of Quilpué
    The Commune of Quilpué is an administrative division in Chile’s Valparaíso Region that encompasses the city of Quilpué and its surrounding areas.
  • C. Quintero Commune
    Quintero Commune is an administrative and coastal municipality in central Chile known for its bay, beaches, and industrial-port activities.
  • D. Huasco commune
    Huasco commune is an administrative division in Chile’s Atacama Region, known for its coastal location along the Pacific Ocean and its role in regional mining and agriculture.
  • E. Commune of Talcahuano
    The Commune of Talcahuano is a coastal administrative division in Chile that encompasses the port city of Talcahuano and its surrounding urban and industrial areas.
  • F. None of above.

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_69ca8284a25c8190a1a20afad30da792 completed March 30, 2026, 2:02 p.m.
NER Named-entity recognition batch_69cb0648bb308190a34fbcd81ff6fda2 completed March 30, 2026, 11:24 p.m.
NED1 Entity disambiguation (via context triple) batch_69cb5a9b7bb081909d6aa066ee064093 completed March 31, 2026, 5:24 a.m.
NEDg Description generation batch_69cb5ded0284819086c40a379b52a5bd completed March 31, 2026, 5:38 a.m.
NED2 Entity disambiguation (via description) batch_69cb765db28881909ac34071ec6889b3 completed March 31, 2026, 7:23 a.m.
Created at: March 30, 2026, 4:45 p.m.