Triple

T4343131
Position Surface form Disambiguated ID Type / Status
Subject Managua Department E97833 entity
Predicate containsMunicipality P852 FINISHED
Object San Francisco Libre Municipality
San Francisco Libre Municipality is a rural municipality in western Nicaragua, located within the Managua Department and known for its agricultural activities and proximity to Lake Managua.
E433961 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: San Francisco Libre Municipality | Statement: [Managua Department, containsMunicipality, San Francisco Libre Municipality]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: San Francisco Libre Municipality
Context triple: [Managua Department, containsMunicipality, San Francisco Libre Municipality]
  • A. City of Pacifica
    The City of Pacifica is a coastal municipality in San Mateo County, California, known for its scenic beaches, rugged bluffs, and popular surfing spots just south of San Francisco.
  • B. City of Santa Cruz
    The City of Santa Cruz is a coastal California city known for its beaches, historic boardwalk amusement park, and vibrant surf and university culture.
  • C. City of San Pablo
    The City of San Pablo is a small, historically working-class municipality in Contra Costa County, California, located in the East Bay region just north of Richmond.
  • D. Vallejo
    Vallejo is a waterfront city in the San Francisco Bay Area known for its former Mare Island Naval Shipyard and diverse, working-class community.
  • E. San Clemente Muni
    San Clemente Muni is a public seaside golf course in San Clemente, California, known for its scenic ocean views and affordable play.
  • 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: San Francisco Libre Municipality
Triple: [Managua Department, containsMunicipality, San Francisco Libre Municipality]
Generated description
San Francisco Libre Municipality is a rural municipality in western Nicaragua, located within the Managua Department and known for its agricultural activities and proximity to Lake Managua.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: San Francisco Libre Municipality
Target entity description: San Francisco Libre Municipality is a rural municipality in western Nicaragua, located within the Managua Department and known for its agricultural activities and proximity to Lake Managua.
  • A. City of Pacifica
    The City of Pacifica is a coastal municipality in San Mateo County, California, known for its scenic beaches, rugged bluffs, and popular surfing spots just south of San Francisco.
  • B. City of Santa Cruz
    The City of Santa Cruz is a coastal California city known for its beaches, historic boardwalk amusement park, and vibrant surf and university culture.
  • C. City of San Pablo
    The City of San Pablo is a small, historically working-class municipality in Contra Costa County, California, located in the East Bay region just north of Richmond.
  • D. Vallejo
    Vallejo is a waterfront city in the San Francisco Bay Area known for its former Mare Island Naval Shipyard and diverse, working-class community.
  • E. San Clemente Muni
    San Clemente Muni is a public seaside golf course in San Clemente, California, known for its scenic ocean views and affordable play.
  • 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_69b34548402c819085ab68b27c235a87 completed March 12, 2026, 10:59 p.m.
NER Named-entity recognition batch_69b35188e71c8190a3e82fa8d959de94 completed March 12, 2026, 11:51 p.m.
NED1 Entity disambiguation (via context triple) batch_69b5dba2b49c81909b7bf87672d71611 completed March 14, 2026, 10:05 p.m.
NEDg Description generation batch_69b5df98cf5481909dac60a952fab0a9 completed March 14, 2026, 10:22 p.m.
NED2 Entity disambiguation (via description) batch_69b5e01c65648190a34a86dd5a2c8fc8 completed March 14, 2026, 10:24 p.m.
Created at: March 12, 2026, 11:14 p.m.