Triple

T19112492
Position Surface form Disambiguated ID Type / Status
Subject Hudsonville Public Schools E467821 entity
Predicate hasMiddleSchool P113 FINISHED
Object Riley Street Middle School
Riley Street Middle School is a public middle school serving students in the Hudsonville, Michigan area as part of the Hudsonville Public Schools district.
E1360366 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: Riley Street Middle School | Statement: [Hudsonville Public Schools, hasMiddleSchool, Riley Street Middle School]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Riley Street Middle School
Context triple: [Hudsonville Public Schools, hasMiddleSchool, Riley Street Middle School]
  • A. Hillcrest Middle School
    Hillcrest Middle School is a public middle school serving students in the town of Trumbull, Connecticut.
  • B. Galvin Middle School
    Galvin Middle School is a public middle school serving students in the town of Wakefield, Massachusetts.
  • C. Stone Middle School
    Stone Middle School is a public middle school serving students in the Centreville area.
  • D. Sullivan Middle School
    Sullivan Middle School is a public middle school serving students in the community of Bonsall in northern San Diego County, California.
  • E. Riverside Middle School
    Riverside Middle School is a public middle-level educational institution serving early adolescent students in the Riverside community.
  • 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: Riley Street Middle School
Triple: [Hudsonville Public Schools, hasMiddleSchool, Riley Street Middle School]
Generated description
Riley Street Middle School is a public middle school serving students in the Hudsonville, Michigan area as part of the Hudsonville Public Schools district.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Riley Street Middle School
Target entity description: Riley Street Middle School is a public middle school serving students in the Hudsonville, Michigan area as part of the Hudsonville Public Schools district.
  • A. Hillcrest Middle School
    Hillcrest Middle School is a public middle school serving students in the town of Trumbull, Connecticut.
  • B. Galvin Middle School
    Galvin Middle School is a public middle school serving students in the town of Wakefield, Massachusetts.
  • C. Stone Middle School
    Stone Middle School is a public middle school serving students in the Centreville area.
  • D. Sullivan Middle School
    Sullivan Middle School is a public middle school serving students in the community of Bonsall in northern San Diego County, California.
  • E. Riverside Middle School
    Riverside Middle School is a public middle-level educational institution serving early adolescent students in the Riverside community.
  • 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_69d8dd06a26481908039e2a1bae8c597 completed April 10, 2026, 11:20 a.m.
NER Named-entity recognition batch_69e5e39553708190b64e24e1d190833e completed April 20, 2026, 8:28 a.m.
NED1 Entity disambiguation (via context triple) batch_6a06f24617b08190bad4419dc19bfd48 completed May 15, 2026, 10:15 a.m.
NEDg Description generation batch_6a06f2d21768819094b37ee2e63d4310 completed May 15, 2026, 10:17 a.m.
NED2 Entity disambiguation (via description) batch_6a06f35bc9a48190bff63fc7970d3965 completed May 15, 2026, 10:20 a.m.
Created at: April 10, 2026, 12:05 p.m.