Triple

T13264165
Position Surface form Disambiguated ID Type / Status
Subject Elizabeth Berkley E315872 entity
Predicate educatedAt P5 FINISHED
Object North Farmington High School
North Farmington High School is a public secondary school in Farmington Hills, Michigan, known for its strong academics and notable alumni including actress Elizabeth Berkley.
 E1031154 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: North Farmington High School | Statement: [Elizabeth Berkley, educatedAt, North Farmington High School]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: North Farmington High School
Context triple: [Elizabeth Berkley, educatedAt, North Farmington High School]
  • A. Farmington High School
    Farmington High School is an American secondary school best known as the alma mater of Pro Football Hall of Fame linebacker Sam Huff.
  • B. Farmington High School
    Farmington High School is a public secondary school serving students in the suburban community of Farmington, Connecticut.
  • C. Farmington Public Schools
    Farmington Public Schools is a public school district that oversees and manages the community’s K–12 educational institutions in the Farmington area.
  • D. Northville High School
    Northville High School is a public secondary school serving students in the Northville, Michigan area, known for its strong academic programs and extracurricular offerings.
  • 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: North Farmington High School
Triple: [Elizabeth Berkley, educatedAt, North Farmington High School]
Generated description
North Farmington High School is a public secondary school in Farmington Hills, Michigan, known for its strong academics and notable alumni including actress Elizabeth Berkley.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: North Farmington High School
Target entity description: North Farmington High School is a public secondary school in Farmington Hills, Michigan, known for its strong academics and notable alumni including actress Elizabeth Berkley.
  • A. Farmington High School
    Farmington High School is an American secondary school best known as the alma mater of Pro Football Hall of Fame linebacker Sam Huff.
  • B. Farmington High School
    Farmington High School is a public secondary school serving students in the suburban community of Farmington, Connecticut.
  • C. Farmington Public Schools
    Farmington Public Schools is a public school district that oversees and manages the community’s K–12 educational institutions in the Farmington area.
  • D. Northville High School
    Northville High School is a public secondary school serving students in the Northville, Michigan area, known for its strong academic programs and extracurricular offerings.
  • 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_69d806b1d9ac8190852c5571d5bd5f0f completed April 9, 2026, 8:06 p.m.
NER Named-entity recognition batch_69d9901c65048190bd8b3c4872f22520 completed April 11, 2026, 12:04 a.m.
NED1 Entity disambiguation (via context triple) batch_69f70a4ad79c8190b1304942dc48c0ff completed May 3, 2026, 8:41 a.m.
NEDg Description generation batch_69f70b37ebe081909ed2ae0f42ccad2d completed May 3, 2026, 8:45 a.m.
NED2 Entity disambiguation (via description) batch_69f70ca343f08190b6484f464ed40810 completed May 3, 2026, 8:51 a.m.
Created at: April 9, 2026, 9:25 p.m.