Triple

T6590535
Position Surface form Disambiguated ID Type / Status
Subject Hershey, Pennsylvania E159342 entity
Predicate hasEducationalInstitution P113 FINISHED
Object Milton Hershey School
Milton Hershey School is a private, cost-free boarding school in Hershey, Pennsylvania, serving children from low-income families with comprehensive education and care funded by the Hershey chocolate fortune.
 E599586 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: Milton Hershey School | Statement: [Hershey, Pennsylvania, hasEducationalInstitution, Milton Hershey School]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Milton Hershey School
Context triple: [Hershey, Pennsylvania, hasEducationalInstitution, Milton Hershey School]
  • A. Helen Keller Middle School
    Helen Keller Middle School is a public middle school serving students in the town of Easton, Connecticut.
  • B. Humphrey–Weidman School
    The Humphrey–Weidman School was a pioneering modern dance institution in the United States, known for developing and teaching the influential techniques of choreographers Doris Humphrey and Charles Weidman.
  • C. Beebe School
    Beebe School is a public educational institution in Malden, Massachusetts, serving local students as part of the Malden Public Schools district.
  • D. Frances Shimer Academy
    Frances Shimer Academy was an earlier incarnation of what became Shimer College, a small, Great Books–oriented liberal arts institution known for its discussion-based curriculum.
  • E. Francis W. Parker School
    Francis W. Parker School is a progressive, college-preparatory independent school in Chicago known for its emphasis on experiential learning and notable alumni such as actress Daryl Hannah.
  • 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: Milton Hershey School
Triple: [Hershey, Pennsylvania, hasEducationalInstitution, Milton Hershey School]
Generated description
Milton Hershey School is a private, cost-free boarding school in Hershey, Pennsylvania, serving children from low-income families with comprehensive education and care funded by the Hershey chocolate fortune.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Milton Hershey School
Target entity description: Milton Hershey School is a private, cost-free boarding school in Hershey, Pennsylvania, serving children from low-income families with comprehensive education and care funded by the Hershey chocolate fortune.
  • A. Helen Keller Middle School
    Helen Keller Middle School is a public middle school serving students in the town of Easton, Connecticut.
  • B. Humphrey–Weidman School
    The Humphrey–Weidman School was a pioneering modern dance institution in the United States, known for developing and teaching the influential techniques of choreographers Doris Humphrey and Charles Weidman.
  • C. Beebe School
    Beebe School is a public educational institution in Malden, Massachusetts, serving local students as part of the Malden Public Schools district.
  • D. Frances Shimer Academy
    Frances Shimer Academy was an earlier incarnation of what became Shimer College, a small, Great Books–oriented liberal arts institution known for its discussion-based curriculum.
  • E. Francis W. Parker School
    Francis W. Parker School is a progressive, college-preparatory independent school in Chicago known for its emphasis on experiential learning and notable alumni such as actress Daryl Hannah.
  • 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_69c688366ce8819083f8883983c0df92 completed March 27, 2026, 1:37 p.m.
NER Named-entity recognition batch_69c6aecc969c81909a6e15ebe8dd3f94 completed March 27, 2026, 4:22 p.m.
NED1 Entity disambiguation (via context triple) batch_69c6cbb568508190b9da3475d1620ed5 completed March 27, 2026, 6:25 p.m.
NEDg Description generation batch_69c6cd08a9c88190a481d4d3f8e680bf completed March 27, 2026, 6:31 p.m.
NED2 Entity disambiguation (via description) batch_69c6cdc859cc8190bbae2efc39409021 completed March 27, 2026, 6:34 p.m.
Created at: March 27, 2026, 1:55 p.m.