Triple

T4887822
Position Surface form Disambiguated ID Type / Status
Subject Hopkinton, Massachusetts E109479 entity
Predicate hasMiddleSchool P113 FINISHED
Object Hopkinton Middle School
Hopkinton Middle School is a public middle school serving students in grades 6–8 in the town of Hopkinton, Massachusetts.
 E480825 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: Hopkinton Middle School | Statement: [Hopkinton, Massachusetts, hasMiddleSchool, Hopkinton Middle School]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Hopkinton Middle School
Context triple: [Hopkinton, Massachusetts, hasMiddleSchool, Hopkinton Middle School]
  • A. Hopkinton High School
    Hopkinton High School is a public secondary school serving students in grades 9–12 in the town of Hopkinton, Massachusetts.
  • B. Hopkinton Public Schools
    Hopkinton Public Schools is the public school district serving students in the town of Hopkinton, Massachusetts, providing K–12 education through its network of local schools.
  • C. Hopewell Middle School
    Hopewell Middle School is a public middle school serving students in the Milton, Georgia area.
  • D. Hampshire Middle School
    Hampshire Middle School is a public middle school serving students in the village of Hampshire in northern Illinois.
  • E. Oak Hill Middle School
    Oak Hill Middle School is a public middle school in Newton, Massachusetts, serving students in grades 6–8 as part of the Newton Public Schools district.
  • 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: Hopkinton Middle School
Triple: [Hopkinton, Massachusetts, hasMiddleSchool, Hopkinton Middle School]
Generated description
Hopkinton Middle School is a public middle school serving students in grades 6–8 in the town of Hopkinton, Massachusetts.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Hopkinton Middle School
Target entity description: Hopkinton Middle School is a public middle school serving students in grades 6–8 in the town of Hopkinton, Massachusetts.
  • A. Hopkinton High School
    Hopkinton High School is a public secondary school serving students in grades 9–12 in the town of Hopkinton, Massachusetts.
  • B. Hopkinton Public Schools
    Hopkinton Public Schools is the public school district serving students in the town of Hopkinton, Massachusetts, providing K–12 education through its network of local schools.
  • C. Hopewell Middle School
    Hopewell Middle School is a public middle school serving students in the Milton, Georgia area.
  • D. Hampshire Middle School
    Hampshire Middle School is a public middle school serving students in the village of Hampshire in northern Illinois.
  • E. Oak Hill Middle School
    Oak Hill Middle School is a public middle school in Newton, Massachusetts, serving students in grades 6–8 as part of the Newton Public Schools district.
  • 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_69bd440f71348190b99938e59fb7f9a1 completed March 20, 2026, 12:56 p.m.
NER Named-entity recognition batch_69bd6e053db8819087828e753c78d341 completed March 20, 2026, 3:55 p.m.
NED1 Entity disambiguation (via context triple) batch_69be77975ad08190a427bcf1c01e364f completed March 21, 2026, 10:48 a.m.
NEDg Description generation batch_69be7847a378819081687ec783a8b862 completed March 21, 2026, 10:51 a.m.
NED2 Entity disambiguation (via description) batch_69be7915a26c81909b21a128daebf5b3 completed March 21, 2026, 10:55 a.m.
Created at: March 20, 2026, 1:28 p.m.