Triple

T16645849
Position Surface form Disambiguated ID Type / Status
Subject Natick Public Schools E404467 entity
Predicate operates P24 FINISHED
Object Johnson Elementary School
Johnson Elementary School is a public elementary school in Natick, Massachusetts, serving young students as part of the Natick Public Schools district.
 E1236612 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: Johnson Elementary School | Statement: [Natick Public Schools, operates, Johnson Elementary School]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Johnson Elementary School
Context triple: [Natick Public Schools, operates, Johnson Elementary School]
  • A. Johnson Elementary School
    Johnson Elementary School is a public primary school that serves young students within Illinois’s Community Unit School District 200.
  • B. Jones Elementary School
    Jones Elementary School is a public primary school serving young students in the Severna Park, Maryland community.
  • C. Jones Elementary School
    Jones Elementary School is a public elementary school that is part of the Springdale Public Schools district.
  • D. Williams Elementary School
    Williams Elementary School is a public primary school that serves young students within the Newton Public Schools district in Newton, Massachusetts.
  • E. Williams Elementary School
    Williams Elementary School is a public primary school that serves students in the Greatwood community of Texas.
  • 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: Johnson Elementary School
Triple: [Natick Public Schools, operates, Johnson Elementary School]
Generated description
Johnson Elementary School is a public elementary school in Natick, Massachusetts, serving young students as part of the Natick Public Schools district.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Johnson Elementary School
Target entity description: Johnson Elementary School is a public elementary school in Natick, Massachusetts, serving young students as part of the Natick Public Schools district.
  • A. Johnson Elementary School
    Johnson Elementary School is a public primary school that serves young students within Illinois’s Community Unit School District 200.
  • B. Jones Elementary School
    Jones Elementary School is a public primary school serving young students in the Severna Park, Maryland community.
  • C. Jones Elementary School
    Jones Elementary School is a public elementary school that is part of the Springdale Public Schools district.
  • D. Williams Elementary School
    Williams Elementary School is a public primary school that serves students in the Greatwood community of Texas.
  • E. Williams Elementary School
    Williams Elementary School is a public primary school that serves young students within the Newton Public Schools district in Newton, 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_69d8838a41f08190b0c3f79c47df5078 completed April 10, 2026, 4:58 a.m.
NER Named-entity recognition batch_69e37ad59540819093765b7a67320f72 completed April 18, 2026, 12:36 p.m.
NED1 Entity disambiguation (via context triple) batch_6a00bb00b14c819093925c109913322c completed May 10, 2026, 5:06 p.m.
NEDg Description generation batch_6a00bbc80d54819092de4ee363508b49 completed May 10, 2026, 5:09 p.m.
NED2 Entity disambiguation (via description) batch_6a00bc633abc8190a86808986ba294ec completed May 10, 2026, 5:12 p.m.
Created at: April 10, 2026, 5:18 a.m.