Triple

T2964486
Position Surface form Disambiguated ID Type / Status
Subject Grosse Pointe Shores, Michigan, United States E80127 entity
Predicate schoolDistrict P226 FINISHED
Object Grosse Pointe Public School System
Grosse Pointe Public School System is a public school district serving the communities of Grosse Pointe and parts of neighboring areas in Michigan, known for its strong academic reputation and community involvement.
E315177 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: Grosse Pointe Public School System | Statement: [Grosse Pointe Shores, Michigan, United States, schoolDistrict, Grosse Pointe Public School System]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Grosse Pointe Public School System
Context triple: [Grosse Pointe Shores, Michigan, United States, schoolDistrict, Grosse Pointe Public School System]
  • A. Southfield Public School District
    Southfield Public School District is a public education system serving students in the city of Southfield, Michigan, through a network of elementary, middle, and high schools.
  • B. Northville Public Schools
    Northville Public Schools is a public school district in southeastern Michigan known for serving communities such as Novi and maintaining strong academic performance.
  • C. Pontiac High School
    Pontiac High School is a public secondary school serving students in the city of Pontiac, Michigan.
  • D. Livonia Public Schools
    Livonia Public Schools is a public school district serving students in the city of Livonia and surrounding areas in Michigan.
  • E. Muskegon Public Schools
    Muskegon Public Schools is a public school district in western Michigan that serves students in and around the Muskegon area, including the community of Norton Shores.
  • 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: Grosse Pointe Public School System
Triple: [Grosse Pointe Shores, Michigan, United States, schoolDistrict, Grosse Pointe Public School System]
Generated description
Grosse Pointe Public School System is a public school district serving the communities of Grosse Pointe and parts of neighboring areas in Michigan, known for its strong academic reputation and community involvement.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Grosse Pointe Public School System
Target entity description: Grosse Pointe Public School System is a public school district serving the communities of Grosse Pointe and parts of neighboring areas in Michigan, known for its strong academic reputation and community involvement.
  • A. Southfield Public School District
    Southfield Public School District is a public education system serving students in the city of Southfield, Michigan, through a network of elementary, middle, and high schools.
  • B. Northville Public Schools
    Northville Public Schools is a public school district in southeastern Michigan known for serving communities such as Novi and maintaining strong academic performance.
  • C. Pontiac High School
    Pontiac High School is a public secondary school serving students in the city of Pontiac, Michigan.
  • D. Livonia Public Schools
    Livonia Public Schools is a public school district serving students in the city of Livonia and surrounding areas in Michigan.
  • E. Muskegon Public Schools
    Muskegon Public Schools is a public school district in western Michigan that serves students in and around the Muskegon area, including the community of Norton Shores.
  • 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_69ad8b1341848190bd19dbf46892887d completed March 8, 2026, 2:43 p.m.
NER Named-entity recognition batch_69ad9958b1e48190a77f37bf63333c5b completed March 8, 2026, 3:44 p.m.
NED1 Entity disambiguation (via context triple) batch_69b0fc9bc190819087cb35ee7c78825a completed March 11, 2026, 5:24 a.m.
NEDg Description generation batch_69b0fd25e07c819088b2b1bcef4cf54e completed March 11, 2026, 5:27 a.m.
NED2 Entity disambiguation (via description) batch_69b100ecbee081908832ddec0efdc751 completed March 11, 2026, 5:43 a.m.
Created at: March 8, 2026, 2:58 p.m.