Triple

T6982720
Position Surface form Disambiguated ID Type / Status
Subject Abington, Massachusetts E161884 entity
Predicate hasPublicSchoolSystem P226 FINISHED
Object Abington Public Schools
Abington Public Schools is the public school district serving students in the town of Abington, Massachusetts.
 E632836 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: Abington Public Schools | Statement: [Abington, Massachusetts, hasPublicSchoolSystem, Abington Public Schools]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Abington Public Schools
Context triple: [Abington, Massachusetts, hasPublicSchoolSystem, Abington Public Schools]
  • A. Abington Township
    Abington Township is a suburban municipality in Montgomery County, Pennsylvania, known for its residential communities, public parks, and regional rail access to Philadelphia.
  • B. William Penn School District
    William Penn School District is a public school district serving several suburban communities in Delaware County, Pennsylvania, just outside Philadelphia.
  • C. Brandywine School District
    Brandywine School District is a public school district in northern New Castle County, Delaware, serving communities including Claymont and parts of the Wilmington area.
  • D. Quince Orchard High School
    Quince Orchard High School is a public secondary school in Gaithersburg, Maryland, known for its strong academics, athletics, and extracurricular programs within the Montgomery County Public Schools system.
  • E. Montgomery County Public Schools
    Montgomery County Public Schools is the public school district serving Montgomery County, Maryland, and is one of the largest and highest-performing school systems in the United States.
  • 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: Abington Public Schools
Triple: [Abington, Massachusetts, hasPublicSchoolSystem, Abington Public Schools]
Generated description
Abington Public Schools is the public school district serving students in the town of Abington, Massachusetts.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Abington Public Schools
Target entity description: Abington Public Schools is the public school district serving students in the town of Abington, Massachusetts.
  • A. Abington Township
    Abington Township is a suburban municipality in Montgomery County, Pennsylvania, known for its residential communities, public parks, and regional rail access to Philadelphia.
  • B. William Penn School District
    William Penn School District is a public school district serving several suburban communities in Delaware County, Pennsylvania, just outside Philadelphia.
  • C. Brandywine School District
    Brandywine School District is a public school district in northern New Castle County, Delaware, serving communities including Claymont and parts of the Wilmington area.
  • D. Quince Orchard High School
    Quince Orchard High School is a public secondary school in Gaithersburg, Maryland, known for its strong academics, athletics, and extracurricular programs within the Montgomery County Public Schools system.
  • E. Montgomery County Public Schools
    Montgomery County Public Schools is the public school district serving Montgomery County, Maryland, and is one of the largest and highest-performing school systems in the United States.
  • 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_69c68855dc0481909b4c7e9e9ed273db completed March 27, 2026, 1:38 p.m.
NER Named-entity recognition batch_69c6db8fdad481908f211a8b333714bd completed March 27, 2026, 7:33 p.m.
NED1 Entity disambiguation (via context triple) batch_69c761c671588190a4e7b5c26cdfe6ba completed March 28, 2026, 5:06 a.m.
NEDg Description generation batch_69c762eaf7f08190b82ff23f2b502762 completed March 28, 2026, 5:11 a.m.
NED2 Entity disambiguation (via description) batch_69c763d604148190a3004ab99c79834f completed March 28, 2026, 5:15 a.m.
Created at: March 27, 2026, 2:31 p.m.