Triple

T1180178
Position Surface form Disambiguated ID Type / Status
Subject Lynnfield E25116 entity
Predicate hasMiddleSchool P113 FINISHED
Object Lynnfield Middle School
Lynnfield Middle School is a public middle school serving students in grades 6–8 in the town of Lynnfield, Massachusetts.
 E134568 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: Lynnfield Middle School | Statement: [Lynnfield, hasMiddleSchool, Lynnfield Middle School]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Lynnfield Middle School
Context triple: [Lynnfield, hasMiddleSchool, Lynnfield Middle School]
  • A. Lynnfield Public Schools
    Lynnfield Public Schools is the public school district serving students in the town of Lynnfield, Massachusetts.
  • B. Oak Hill Middle School
    Oak Hill Middle School is a public middle school in Newton, Massachusetts, serving students in grades 6–8 as part of the Newton Public Schools district.
  • C. Watertown Middle School
    Watertown Middle School is a public middle school serving students in grades 6–8 in the city of Watertown, Massachusetts.
  • D. West Hollow Middle School
    West Hollow Middle School is a public middle school in New York’s Half Hollow Hills Central School District serving students in the intermediate grades.
  • E. Malden High School
    Malden High School is a public secondary school serving students in the city of Malden, Massachusetts.
  • 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: Lynnfield Middle School
Triple: [Lynnfield, hasMiddleSchool, Lynnfield Middle School]
Generated description
Lynnfield Middle School is a public middle school serving students in grades 6–8 in the town of Lynnfield, Massachusetts.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Lynnfield Middle School
Target entity description: Lynnfield Middle School is a public middle school serving students in grades 6–8 in the town of Lynnfield, Massachusetts.
  • A. Lynnfield Public Schools chosen
    Lynnfield Public Schools is the public school district serving students in the town of Lynnfield, Massachusetts.
  • B. Oak Hill Middle School
    Oak Hill Middle School is a public middle school in Newton, Massachusetts, serving students in grades 6–8 as part of the Newton Public Schools district.
  • C. Watertown Middle School
    Watertown Middle School is a public middle school serving students in grades 6–8 in the city of Watertown, Massachusetts.
  • D. West Hollow Middle School
    West Hollow Middle School is a public middle school in New York’s Half Hollow Hills Central School District serving students in the intermediate grades.
  • E. Malden High School
    Malden High School is a public secondary school serving students in the city of Malden, Massachusetts.
  • F. None of above.

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_69a494267b4c819088c97a59182bf56a completed March 1, 2026, 7:31 p.m.
NER Named-entity recognition batch_69a4bd32c5f48190b4e2d39fa052cbb7 completed March 1, 2026, 10:26 p.m.
NED1 Entity disambiguation (via context triple) batch_69acbf15b1e08190a9c75bc7bc467197 completed March 8, 2026, 12:13 a.m.
NEDg Description generation batch_69acbfa308148190a27f5433abcb2a18 completed March 8, 2026, 12:15 a.m.
NED2 Entity disambiguation (via description) batch_69acc0912bf481909bd27111b4daaa0b completed March 8, 2026, 12:19 a.m.
Created at: March 1, 2026, 7:45 p.m.