Triple

T18463197
Position Surface form Disambiguated ID Type / Status
Subject Mazatlán Municipality E451087 entity
Predicate hasLocalGovernment P2820 FINISHED
Object Ayuntamiento de Mazatlán
Ayuntamiento de Mazatlán is the municipal government body responsible for administering and managing public affairs in the city and municipality of Mazatlán, Mexico.
 E451087 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: Ayuntamiento de Mazatlán | Statement: [Mazatlán Municipality, hasLocalGovernment, Ayuntamiento de Mazatlán]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Ayuntamiento de Mazatlán
Context triple: [Mazatlán Municipality, hasLocalGovernment, Ayuntamiento de Mazatlán]
  • A. Mazatlán Municipality
    Mazatlán Municipality is a local government area in the state of Sinaloa, Mexico, that encompasses the coastal city of Mazatlán and its surrounding communities.
  • B. Manzanillo Municipality
    Manzanillo Municipality is a coastal administrative region in the Mexican state of Colima, known for its major Pacific port and tourism.
  • C. Mazatlán Villa de Flores
    Mazatlán Villa de Flores is a municipality and town in the state of Oaxaca, Mexico, known for its indigenous Mazatec-speaking population and mountainous rural setting.
  • D. Ayuntamiento de Chapala
    Ayuntamiento de Chapala is the municipal government responsible for administering and providing public services in the city and municipality of Chapala, Jalisco, Mexico.
  • E. Ayuntamiento de Zapopan
    Ayuntamiento de Zapopan is the municipal government body responsible for administering public services, local regulations, and development policies in the city of Zapopan, Jalisco, Mexico.
  • 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: Ayuntamiento de Mazatlán
Triple: [Mazatlán Municipality, hasLocalGovernment, Ayuntamiento de Mazatlán]
Generated description
Ayuntamiento de Mazatlán is the municipal government body responsible for administering and managing public affairs in the city and municipality of Mazatlán, Mexico.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Ayuntamiento de Mazatlán
Target entity description: Ayuntamiento de Mazatlán is the municipal government body responsible for administering and managing public affairs in the city and municipality of Mazatlán, Mexico.
  • A. Mazatlán Municipality chosen
    Mazatlán Municipality is a local government area in the state of Sinaloa, Mexico, that encompasses the coastal city of Mazatlán and its surrounding communities.
  • B. Manzanillo Municipality
    Manzanillo Municipality is a coastal administrative region in the Mexican state of Colima, known for its major Pacific port and tourism.
  • C. Mazatlán Villa de Flores
    Mazatlán Villa de Flores is a municipality and town in the state of Oaxaca, Mexico, known for its indigenous Mazatec-speaking population and mountainous rural setting.
  • D. Ayuntamiento de Chapala
    Ayuntamiento de Chapala is the municipal government responsible for administering and providing public services in the city and municipality of Chapala, Jalisco, Mexico.
  • E. Ayuntamiento de Zapopan
    Ayuntamiento de Zapopan is the municipal government body responsible for administering public services, local regulations, and development policies in the city of Zapopan, Jalisco, Mexico.
  • 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_69d8d38345688190b565eac2e4cd7935 completed April 10, 2026, 10:40 a.m.
NER Named-entity recognition batch_69e52a80a2bc81909ec14811577a311d completed April 19, 2026, 7:18 p.m.
NED1 Entity disambiguation (via context triple) batch_6a0471321ef08190a8a8e836e54665e8 completed May 13, 2026, 12:40 p.m.
NEDg Description generation batch_6a047a2fcda081909c0289aa73b01fd2 completed May 13, 2026, 1:18 p.m.
NED2 Entity disambiguation (via description) batch_6a047af9004481909632feaa80e48916 completed May 13, 2026, 1:22 p.m.
Created at: April 10, 2026, 11:33 a.m.