Triple

T12230899
Position Surface form Disambiguated ID Type / Status
Subject Kim Driscoll E291472 entity
Predicate precededBy P97 FINISHED
Object Stanley Usovicz as Mayor of Salem, Massachusetts
Stanley Usovicz served as a former mayor of Salem, Massachusetts, leading the city prior to the tenure of Kim Driscoll.
E969613 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: Stanley Usovicz as Mayor of Salem, Massachusetts | Statement: [Kim Driscoll, precededBy, Stanley Usovicz as Mayor of Salem, Massachusetts]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Stanley Usovicz as Mayor of Salem, Massachusetts
Context triple: [Kim Driscoll, precededBy, Stanley Usovicz as Mayor of Salem, Massachusetts]
  • A. Mayor of Salem
    The Mayor of Salem is the elected head of the city government in Salem, Oregon, responsible for providing leadership, setting policy priorities, and representing the city in official matters.
  • B. Dennis Lynch, Mayor of Pawtucket, Rhode Island
    Dennis Lynch, Mayor of Pawtucket, Rhode Island, was a municipal official known for his role in the U.S. Supreme Court case Lynch v. Donnelly concerning the constitutionality of a city-sponsored Christmas display.
  • C. Mayor of Malden, Massachusetts
    The Mayor of Malden, Massachusetts is the elected chief executive of the city’s municipal government, responsible for overseeing local administration, services, and policy implementation.
  • D. Boston Mayor
    The Boston Mayor is the chief executive of the City of Boston, responsible for overseeing municipal government operations, implementing local policies, and representing the city’s interests.
  • E. Mayor of Somerville, Massachusetts
    The Mayor of Somerville, Massachusetts is the chief executive of the city’s government, responsible for overseeing municipal operations, implementing local policies, and representing the community’s interests.
  • 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: Stanley Usovicz as Mayor of Salem, Massachusetts
Triple: [Kim Driscoll, precededBy, Stanley Usovicz as Mayor of Salem, Massachusetts]
Generated description
Stanley Usovicz served as a former mayor of Salem, Massachusetts, leading the city prior to the tenure of Kim Driscoll.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Stanley Usovicz as Mayor of Salem, Massachusetts
Target entity description: Stanley Usovicz served as a former mayor of Salem, Massachusetts, leading the city prior to the tenure of Kim Driscoll.
  • A. Mayor of Salem
    The Mayor of Salem is the elected head of the city government in Salem, Oregon, responsible for providing leadership, setting policy priorities, and representing the city in official matters.
  • B. Dennis Lynch, Mayor of Pawtucket, Rhode Island
    Dennis Lynch, Mayor of Pawtucket, Rhode Island, was a municipal official known for his role in the U.S. Supreme Court case Lynch v. Donnelly concerning the constitutionality of a city-sponsored Christmas display.
  • C. Mayor of Malden, Massachusetts
    The Mayor of Malden, Massachusetts is the elected chief executive of the city’s municipal government, responsible for overseeing local administration, services, and policy implementation.
  • D. Boston Mayor
    The Boston Mayor is the chief executive of the City of Boston, responsible for overseeing municipal government operations, implementing local policies, and representing the city’s interests.
  • E. Mayor of Somerville, Massachusetts
    The Mayor of Somerville, Massachusetts is the chief executive of the city’s government, responsible for overseeing municipal operations, implementing local policies, and representing the community’s interests.
  • 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_69d6ab668acc8190963ba424049d6aee completed April 8, 2026, 7:24 p.m.
NER Named-entity recognition batch_69d91ca45bd48190b8b7f6b29b6bb25b completed April 10, 2026, 3:52 p.m.
NED1 Entity disambiguation (via context triple) batch_69f60aad2d488190ba36588e3376ca1a completed May 2, 2026, 2:31 p.m.
NEDg Description generation batch_69f60bdca250819090b4b4cc84d343f4 completed May 2, 2026, 2:36 p.m.
NED2 Entity disambiguation (via description) batch_69f60cd51d34819099927fee476958ea completed May 2, 2026, 2:40 p.m.
Created at: April 8, 2026, 9:51 p.m.