Triple

T7804797
Position Surface form Disambiguated ID Type / Status
Subject Needham Public Schools E180520 entity
Predicate hasSchool P113 FINISHED
Object Eliot School
Eliot School is a public elementary school that is part of the Needham Public Schools district in Needham, Massachusetts.
 E694343 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: Eliot School | Statement: [Needham Public Schools, hasSchool, Eliot School]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Eliot School
Context triple: [Needham Public Schools, hasSchool, Eliot School]
  • A. West School
    West School is a public elementary school serving students in the New Canaan, Connecticut community.
  • B. Rectory School
    Rectory School is a private, coeducational junior boarding and day school serving elementary and middle school students in Pomfret, Connecticut.
  • C. Highgate School
    Highgate School is a historic independent day school in North London known for its strong academic reputation and notable alumni across the arts, sciences, and public life.
  • D. Francis Holland School
    Francis Holland School is a prestigious independent girls' school in London known for its strong academic standards and notable alumnae.
  • E. Upton Court Grammar School
    Upton Court Grammar School is a selective co-educational grammar school in Slough, England, known for its strong academic performance and diverse student 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: Eliot School
Triple: [Needham Public Schools, hasSchool, Eliot School]
Generated description
Eliot School is a public elementary school that is part of the Needham Public Schools district in Needham, Massachusetts.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Eliot School
Target entity description: Eliot School is a public elementary school that is part of the Needham Public Schools district in Needham, Massachusetts.
  • A. West School
    West School is a public elementary school serving students in the New Canaan, Connecticut community.
  • B. Rectory School
    Rectory School is a private, coeducational junior boarding and day school serving elementary and middle school students in Pomfret, Connecticut.
  • C. Highgate School
    Highgate School is a historic independent day school in North London known for its strong academic reputation and notable alumni across the arts, sciences, and public life.
  • D. Francis Holland School
    Francis Holland School is a prestigious independent girls' school in London known for its strong academic standards and notable alumnae.
  • E. Upton Court Grammar School
    Upton Court Grammar School is a selective co-educational grammar school in Slough, England, known for its strong academic performance and diverse student 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_69ca827e50cc8190a92a733577184938 completed March 30, 2026, 2:02 p.m.
NER Named-entity recognition batch_69caf636def8819084117fababac06b2 completed March 30, 2026, 10:16 p.m.
NED1 Entity disambiguation (via context triple) batch_69cb14439c8081908331caf450462a0e completed March 31, 2026, 12:24 a.m.
NEDg Description generation batch_69cb1638c9888190be533d55fd0b494f completed March 31, 2026, 12:32 a.m.
NED2 Entity disambiguation (via description) batch_69cb1a49beb4819090532acabb9391b1 completed March 31, 2026, 12:50 a.m.
Created at: March 30, 2026, 4:34 p.m.