Triple

T7804799
Position Surface form Disambiguated ID Type / Status
Subject Needham Public Schools E180520 entity
Predicate hasSchool P113 FINISHED
Object Newman School
Newman School is a public elementary school serving students in the Needham, Massachusetts community as part of the Needham Public Schools district.
 E694344 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: Newman School | Statement: [Needham Public Schools, hasSchool, Newman School]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Newman School
Context triple: [Needham Public Schools, hasSchool, Newman School]
  • A. Emanuel School
    Emanuel School is an independent co-educational day school in London, England, known for its strong academic reputation and notable alumni including World Wide Web inventor Tim Berners-Lee.
  • B. South School
    South School is a public elementary school serving early-grade students in the New Canaan, Connecticut community.
  • C. South School
    South School is a public elementary school serving young students in the town of Stoneham, Massachusetts.
  • D. Marist School
    Marist School is a private Catholic college-preparatory high school in Atlanta, Georgia, known for its strong academics and competitive athletics.
  • E. Isidore Newman School
    Isidore Newman School is a prestigious private, college-preparatory school in New Orleans, Louisiana, known for its strong academics and notable athletic alumni.
  • 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: Newman School
Triple: [Needham Public Schools, hasSchool, Newman School]
Generated description
Newman School is a public elementary school serving students in the Needham, Massachusetts community as part of the Needham Public Schools district.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Newman School
Target entity description: Newman School is a public elementary school serving students in the Needham, Massachusetts community as part of the Needham Public Schools district.
  • A. Emanuel School
    Emanuel School is an independent co-educational day school in London, England, known for its strong academic reputation and notable alumni including World Wide Web inventor Tim Berners-Lee.
  • B. South School
    South School is a public elementary school serving early-grade students in the New Canaan, Connecticut community.
  • C. South School
    South School is a public elementary school serving young students in the town of Stoneham, Massachusetts.
  • D. Marist School
    Marist School is a private Catholic college-preparatory high school in Atlanta, Georgia, known for its strong academics and competitive athletics.
  • E. Isidore Newman School
    Isidore Newman School is a prestigious private, college-preparatory school in New Orleans, Louisiana, known for its strong academics and notable athletic alumni.
  • 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.