Triple

T6042031
Position Surface form Disambiguated ID Type / Status
Subject Lynnfield Public Schools E134568 entity
Predicate governs P760 FINISHED
Object Lynnfield Middle School
Lynnfield Middle School is a public middle school serving students 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 Public Schools, governs, Lynnfield Middle School]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Lynnfield Middle School
Context triple: [Lynnfield Public Schools, governs, Lynnfield Middle School]
  • A. Lynnfield Public Schools
    Lynnfield Public Schools is the public school district serving students in the town of Lynnfield, Massachusetts.
  • B. Stoneham Central Middle School
    Stoneham Central Middle School is a public middle school serving students in the town of Stoneham, Massachusetts.
  • C. 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.
  • D. Longfellow Middle School
    Longfellow Middle School is a public middle school in Berkeley, California, serving students in the South Berkeley neighborhood.
  • E. Watertown Middle School
    Watertown Middle School is a public middle school serving students in grades 6–8 in the city of Watertown, 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 Public Schools, governs, Lynnfield Middle School]
Generated description
Lynnfield Middle School is a public middle school serving students 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 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. Stoneham Central Middle School
    Stoneham Central Middle School is a public middle school serving students in the town of Stoneham, Massachusetts.
  • C. 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.
  • D. Longfellow Middle School
    Longfellow Middle School is a public middle school in Berkeley, California, serving students in the South Berkeley neighborhood.
  • E. Watertown Middle School
    Watertown Middle School is a public middle school serving students in grades 6–8 in the city of Watertown, 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_69c00875db5c819099dd5bb833ec43c2 completed March 22, 2026, 3:19 p.m.
NER Named-entity recognition batch_69c056d11370819096ac35349bd91f4e completed March 22, 2026, 8:53 p.m.
NED1 Entity disambiguation (via context triple) batch_69c11cfbb4cc81909736d5d041dd0b23 completed March 23, 2026, 10:59 a.m.
NEDg Description generation batch_69c11e89c75481908381df126a7b1661 completed March 23, 2026, 11:05 a.m.
NED2 Entity disambiguation (via description) batch_69c11ef6971c8190b8dde5568b330b41 completed March 23, 2026, 11:07 a.m.
Created at: March 22, 2026, 4:08 p.m.