Triple

T6783808
Position Surface form Disambiguated ID Type / Status
Subject Marshfield E155749 entity
Predicate hasSchoolDistrict P226 FINISHED
Object Marshfield Public Schools
Marshfield Public Schools is the public school district serving students in the town of Marshfield, Massachusetts.
 E617750 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: Marshfield Public Schools | Statement: [Marshfield, hasSchoolDistrict, Marshfield Public Schools]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Marshfield Public Schools
Context triple: [Marshfield, hasSchoolDistrict, Marshfield Public Schools]
  • A. Martensdale-St Marys Community School District
    Martensdale-St Marys Community School District is a rural public school district in Iowa that serves the educational needs of students in and around the communities of Martensdale and St. Marys.
  • B. Chippewa Valley Schools
    Chippewa Valley Schools is a public school district in Michigan that provides K–12 education to students in Clinton Township and surrounding communities.
  • C. Kenosha Unified School District
    Kenosha Unified School District is a public school district in Kenosha, Wisconsin, responsible for operating numerous elementary, middle, and high schools in the area.
  • D. Sun Prairie Area School District
    Sun Prairie Area School District is a public school district serving students in and around the city of Sun Prairie, Wisconsin.
  • E. Savanna School District
    Savanna School District is a public elementary school district in northern Orange County, California, serving parts of cities such as La Palma and Anaheim.
  • 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: Marshfield Public Schools
Triple: [Marshfield, hasSchoolDistrict, Marshfield Public Schools]
Generated description
Marshfield Public Schools is the public school district serving students in the town of Marshfield, Massachusetts.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Marshfield Public Schools
Target entity description: Marshfield Public Schools is the public school district serving students in the town of Marshfield, Massachusetts.
  • A. Martensdale-St Marys Community School District
    Martensdale-St Marys Community School District is a rural public school district in Iowa that serves the educational needs of students in and around the communities of Martensdale and St. Marys.
  • B. Chippewa Valley Schools
    Chippewa Valley Schools is a public school district in Michigan that provides K–12 education to students in Clinton Township and surrounding communities.
  • C. Kenosha Unified School District
    Kenosha Unified School District is a public school district in Kenosha, Wisconsin, responsible for operating numerous elementary, middle, and high schools in the area.
  • D. Sun Prairie Area School District
    Sun Prairie Area School District is a public school district serving students in and around the city of Sun Prairie, Wisconsin.
  • E. Savanna School District
    Savanna School District is a public elementary school district in northern Orange County, California, serving parts of cities such as La Palma and Anaheim.
  • 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_69c688162bf8819088b664b5c3b5be7a completed March 27, 2026, 1:37 p.m.
NER Named-entity recognition batch_69c6d28bdc3c8190aa60616d89db66ed completed March 27, 2026, 6:55 p.m.
NED1 Entity disambiguation (via context triple) batch_69c712d5557881909614819deb335534 completed March 27, 2026, 11:29 p.m.
NEDg Description generation batch_69c713c89a748190bd7bf280b82317f0 completed March 27, 2026, 11:33 p.m.
NED2 Entity disambiguation (via description) batch_69c714697330819082be2c9a871703f5 completed March 27, 2026, 11:36 p.m.
Created at: March 27, 2026, 2:14 p.m.