Triple

T1597628
Position Surface form Disambiguated ID Type / Status
Subject Antofagasta E34319 entity
Predicate hasMunicipalGovernment P3291 FINISHED
Object 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.
 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: Municipality of Antofagasta | Statement: [Antofagasta, hasMunicipalGovernment, Municipality of Antofagasta]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Municipality of Antofagasta
Context triple: [Antofagasta, hasMunicipalGovernment, Municipality of Antofagasta]
  • A. Municipality of Ovalle
    The Municipality of Ovalle is the local government authority responsible for administering and providing public services in the city and commune of Ovalle in Chile’s Coquimbo Region.
  • B. Municipality of La Serena
    The Municipality of La Serena is the local government authority responsible for administering and providing public services to the city of La Serena in Chile.
  • C. Municipality of Santiago
    The Municipality of Santiago is the local government authority responsible for administering Chile’s capital city, Santiago, including its public services, urban planning, and cultural heritage sites.
  • D. Municipality of Valparaíso
    The Municipality of Valparaíso is the local government authority responsible for administering and providing public services in the Chilean port city of Valparaíso.
  • E. Municipality of Punta Arenas
    The Municipality of Punta Arenas is the local government authority responsible for administering and providing public services in the city of Punta Arenas in southern Chile.
  • 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 Antofagasta
Triple: [Antofagasta, hasMunicipalGovernment, Municipality of Antofagasta]
Generated description
The Municipality of Antofagasta is the local government body responsible for administering and providing public services to the city of Antofagasta in northern Chile.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Municipality of Antofagasta
Target entity description: The Municipality of Antofagasta is the local government body responsible for administering and providing public services to the city of Antofagasta in northern Chile.
  • A. Municipality of Ovalle
    The Municipality of Ovalle is the local government authority responsible for administering and providing public services in the city and commune of Ovalle in Chile’s Coquimbo Region.
  • B. Municipality of La Serena
    The Municipality of La Serena is the local government authority responsible for administering and providing public services to the city of La Serena in Chile.
  • C. Municipality of Santiago
    The Municipality of Santiago is the local government authority responsible for administering Chile’s capital city, Santiago, including its public services, urban planning, and cultural heritage sites.
  • D. Municipality of Valparaíso
    The Municipality of Valparaíso is the local government authority responsible for administering and providing public services in the Chilean port city of Valparaíso.
  • E. Municipality of Punta Arenas
    The Municipality of Punta Arenas is the local government authority responsible for administering and providing public services in the city of Punta Arenas in southern Chile.
  • 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_69a885fdcb9c819081ce6f0b8cd477dd completed March 4, 2026, 7:20 p.m.
NER Named-entity recognition batch_69a9092f5f148190b987bc943e89e29c completed March 5, 2026, 4:40 a.m.
NED1 Entity disambiguation (via context triple) batch_69ad46a848ec819085c82be8eaea2044 completed March 8, 2026, 9:51 a.m.
NEDg Description generation batch_69ad4841d278819085507528faeaae3e completed March 8, 2026, 9:58 a.m.
NED2 Entity disambiguation (via description) batch_69ad48ff11d881909fd6e9e40d5f1f38 completed March 8, 2026, 10:01 a.m.
Created at: March 4, 2026, 7:27 p.m.