Triple

T16645848
Position Surface form Disambiguated ID Type / Status
Subject Natick Public Schools E404467 entity
Predicate operates P24 FINISHED
Object Brown Elementary School
Brown Elementary School is a public elementary school in Natick, Massachusetts, serving young students as part of the Natick Public Schools district.
 E1226410 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: Brown Elementary School | Statement: [Natick Public Schools, operates, Brown Elementary School]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Brown Elementary School
Context triple: [Natick Public Schools, operates, Brown Elementary School]
  • A. Brown Elementary School
    Brown Elementary School is a public primary school serving young students in the Channelview, Texas community.
  • B. Brown Elementary School
    Brown Elementary School is a public primary school serving young students in the town of Swansea, Massachusetts.
  • C. Bell Elementary School
    Bell Elementary School is a public primary school serving young students in the small town of Bell, Florida.
  • D. Smith Elementary School
    Smith Elementary School is a public elementary school serving young students in the Danvers Public Schools district in Danvers, Massachusetts.
  • E. Smith Elementary School
    Smith Elementary School is a public elementary school that serves young students as part of the Springdale 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: Brown Elementary School
Triple: [Natick Public Schools, operates, Brown Elementary School]
Generated description
Brown 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: Brown Elementary School
Target entity description: Brown Elementary School is a public elementary school in Natick, Massachusetts, serving young students as part of the Natick Public Schools district.
  • A. Brown Elementary School
    Brown Elementary School is a public primary school serving young students in the Channelview, Texas community.
  • B. Brown Elementary School
    Brown Elementary School is a public primary school serving young students in the town of Swansea, Massachusetts.
  • C. Bell Elementary School
    Bell Elementary School is a public primary school serving young students in the small town of Bell, Florida.
  • D. Smith Elementary School
    Smith Elementary School is a public elementary school serving young students in the Danvers Public Schools district in Danvers, Massachusetts.
  • E. Smith Elementary School
    Smith Elementary School is a public elementary school that serves young students as part of the Springdale 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_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_6a0084bf0900819092db11456eb8e1c0 completed May 10, 2026, 1:14 p.m.
NEDg Description generation batch_6a00862fe04481908bc114001357aea9 completed May 10, 2026, 1:20 p.m.
NED2 Entity disambiguation (via description) batch_6a00879d9f948190bdf40ff7be2505ff completed May 10, 2026, 1:26 p.m.
Created at: April 10, 2026, 5:18 a.m.