Triple

T3789861
Position Surface form Disambiguated ID Type / Status
Subject Allen Park, Michigan E89617 entity
Predicate schoolDistrict P226 FINISHED
Object Allen Park Public Schools
Allen Park Public Schools is the public school district serving students in the city of Allen Park, Michigan.
 E388453 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: Allen Park Public Schools | Statement: [Allen Park, Michigan, schoolDistrict, Allen Park Public Schools]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Allen Park Public Schools
Context triple: [Allen Park, Michigan, schoolDistrict, Allen Park Public Schools]
  • 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. Dearborn High School
    Dearborn High School is a public secondary school in Dearborn, Michigan, known for serving the local community with a broad academic and extracurricular program.
  • C. 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.
  • 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. 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.
  • 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: Allen Park Public Schools
Triple: [Allen Park, Michigan, schoolDistrict, Allen Park Public Schools]
Generated description
Allen Park Public Schools is the public school district serving students in the city of Allen Park, Michigan.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Allen Park Public Schools
Target entity description: Allen Park Public Schools is the public school district serving students in the city of Allen Park, Michigan.
  • 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. Dearborn High School
    Dearborn High School is a public secondary school in Dearborn, Michigan, known for serving the local community with a broad academic and extracurricular program.
  • C. 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.
  • 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. 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.
  • 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_69aed9597d6881909b6ee3b9de859223 completed March 9, 2026, 2:29 p.m.
NER Named-entity recognition batch_69aee76733248190a24a1143c64bd6c6 completed March 9, 2026, 3:29 p.m.
NED1 Entity disambiguation (via context triple) batch_69b4f05326dc81909a4523c8f2062c25 completed March 14, 2026, 5:21 a.m.
NEDg Description generation batch_69b4f173d66881909301bfc45d10b3d1 completed March 14, 2026, 5:26 a.m.
NED2 Entity disambiguation (via description) batch_69b4f1ecdd788190aebea36578923fad completed March 14, 2026, 5:28 a.m.
Created at: March 9, 2026, 3:15 p.m.