Triple

T15427197
Position Surface form Disambiguated ID Type / Status
Subject Hermantown, Minnesota E369541 entity
Predicate hasMiddleSchool P113 FINISHED
Object Hermantown Middle School
Hermantown Middle School is a public middle school serving students in the Hermantown, Minnesota community.
 E1159597 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: Hermantown Middle School | Statement: [Hermantown, Minnesota, hasMiddleSchool, Hermantown Middle School]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Hermantown Middle School
Context triple: [Hermantown, Minnesota, hasMiddleSchool, Hermantown Middle School]
  • A. Hermon Middle School
    Hermon Middle School is a public middle school serving students in the town of Hermon, Maine.
  • B. Homewood Middle School
    Homewood Middle School is a public middle school serving students in grades 6–8 in the suburban community of Homewood, Alabama.
  • C. Stone Middle School
    Stone Middle School is a public middle school serving students in the Centreville area.
  • D. Ottoson Middle School
    Ottoson Middle School is a public middle school in Arlington, Massachusetts, serving students in the Arlington Public Schools district.
  • E. Lake Region Middle School
    Lake Region Middle School is a public middle school serving students in the Bridgton area of western Maine.
  • 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: Hermantown Middle School
Triple: [Hermantown, Minnesota, hasMiddleSchool, Hermantown Middle School]
Generated description
Hermantown Middle School is a public middle school serving students in the Hermantown, Minnesota community.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Hermantown Middle School
Target entity description: Hermantown Middle School is a public middle school serving students in the Hermantown, Minnesota community.
  • A. Hermon Middle School
    Hermon Middle School is a public middle school serving students in the town of Hermon, Maine.
  • B. Homewood Middle School
    Homewood Middle School is a public middle school serving students in grades 6–8 in the suburban community of Homewood, Alabama.
  • C. Stone Middle School
    Stone Middle School is a public middle school serving students in the Centreville area.
  • D. Ottoson Middle School
    Ottoson Middle School is a public middle school in Arlington, Massachusetts, serving students in the Arlington Public Schools district.
  • E. Lake Region Middle School
    Lake Region Middle School is a public middle school serving students in the Bridgton area of western Maine.
  • 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_69d85a1849f48190bf898068b2806fae completed April 10, 2026, 2:02 a.m.
NER Named-entity recognition batch_69e03ec1fb288190a3625b8e4f487dd1 completed April 16, 2026, 1:43 a.m.
NED1 Entity disambiguation (via context triple) batch_69ff2cf5d788819086a94af42c2ec21a completed May 9, 2026, 12:47 p.m.
NEDg Description generation batch_69ff2e4010dc8190b0f81d03acf8ba41 completed May 9, 2026, 12:53 p.m.
NED2 Entity disambiguation (via description) batch_69ff310c2d5c819093295c45307176ec completed May 9, 2026, 1:05 p.m.
Created at: April 10, 2026, 3:20 a.m.