Triple

T20262331
Position Surface form Disambiguated ID Type / Status
Subject Boonsboro, Maryland E498871 entity
Predicate hasMiddleSchool P113 FINISHED
Object Boonsboro Middle School
Boonsboro Middle School is a public middle school serving students in the Boonsboro area of Washington County, Maryland.
E1422531 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: Boonsboro Middle School | Statement: [Boonsboro, Maryland, hasMiddleSchool, Boonsboro Middle School]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Boonsboro Middle School
Context triple: [Boonsboro, Maryland, hasMiddleSchool, Boonsboro Middle School]
  • A. Calvert Middle School
    Calvert Middle School is a public middle school serving students in the Prince Frederick area of Calvert County, Maryland.
  • B. Bigelow Middle School
    Bigelow Middle School is a public middle school in Newton, Massachusetts, serving students in the Newton Public Schools district.
  • C. Chesapeake Bay Middle School
    Chesapeake Bay Middle School is a public middle school serving students in the Pasadena area of Anne Arundel County, Maryland.
  • D. Stone Middle School
    Stone Middle School is a public middle school serving students in the Centreville area.
  • E. Bourne Middle School
    Bourne Middle School is a public middle school serving students in the coastal community of Bourne, Massachusetts.
  • 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: Boonsboro Middle School
Triple: [Boonsboro, Maryland, hasMiddleSchool, Boonsboro Middle School]
Generated description
Boonsboro Middle School is a public middle school serving students in the Boonsboro area of Washington County, Maryland.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Boonsboro Middle School
Target entity description: Boonsboro Middle School is a public middle school serving students in the Boonsboro area of Washington County, Maryland.
  • A. Calvert Middle School
    Calvert Middle School is a public middle school serving students in the Prince Frederick area of Calvert County, Maryland.
  • B. Bigelow Middle School
    Bigelow Middle School is a public middle school in Newton, Massachusetts, serving students in the Newton Public Schools district.
  • C. Chesapeake Bay Middle School
    Chesapeake Bay Middle School is a public middle school serving students in the Pasadena area of Anne Arundel County, Maryland.
  • D. Stone Middle School
    Stone Middle School is a public middle school serving students in the Centreville area.
  • E. Bourne Middle School
    Bourne Middle School is a public middle school serving students in the coastal community of Bourne, Massachusetts.
  • 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_69da6275fa6c8190952924930adee150 completed April 11, 2026, 3:02 p.m.
NER Named-entity recognition batch_69e674cba2748190a886ecd8316dc518 completed April 20, 2026, 6:47 p.m.
NED1 Entity disambiguation (via context triple) batch_6a085a1b2c488190988292fdbc6f3f3b completed May 16, 2026, 11:50 a.m.
NEDg Description generation batch_6a085aecd7e48190a82b7cc8ac9f53ba completed May 16, 2026, 11:54 a.m.
NED2 Entity disambiguation (via description) batch_6a085baddf1c8190ac7444a8e1d5128f completed May 16, 2026, 11:57 a.m.
Created at: April 11, 2026, 11:41 p.m.