Triple

T5807547
Position Surface form Disambiguated ID Type / Status
Subject Wakefield, Massachusetts E128781 entity
Predicate hasSchoolDistrict P226 FINISHED
Object Wakefield Public Schools
Wakefield Public Schools is the public school district that serves students in the town of Wakefield, Massachusetts.
E547488 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: Wakefield Public Schools | Statement: [Wakefield, Massachusetts, hasSchoolDistrict, Wakefield Public Schools]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Wakefield Public Schools
Context triple: [Wakefield, Massachusetts, hasSchoolDistrict, Wakefield Public Schools]
  • A. Wakefield Memorial High School
    Wakefield Memorial High School is a public secondary school serving students in grades 9–12 in the town of Wakefield, Massachusetts.
  • B. Wellfield Academy
    Wellfield Academy is a secondary school located in the town of Leyland in Lancashire, England.
  • C. Westwood Community School District
    Westwood Community School District is a public school district in Michigan that provides K–12 education to students in and around the city of Inkster.
  • D. Warren Woods Public Schools
    Warren Woods Public Schools is a public school district serving students in the Warren area of Macomb County, Michigan.
  • E. Warwick Public Schools
    Warwick Public Schools is the public school district serving students in the city of Warwick, Rhode Island.
  • 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: Wakefield Public Schools
Triple: [Wakefield, Massachusetts, hasSchoolDistrict, Wakefield Public Schools]
Generated description
Wakefield Public Schools is the public school district that serves students in the town of Wakefield, Massachusetts.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Wakefield Public Schools
Target entity description: Wakefield Public Schools is the public school district that serves students in the town of Wakefield, Massachusetts.
  • A. Wakefield Memorial High School
    Wakefield Memorial High School is a public secondary school serving students in grades 9–12 in the town of Wakefield, Massachusetts.
  • B. Wellfield Academy
    Wellfield Academy is a secondary school located in the town of Leyland in Lancashire, England.
  • C. Westwood Community School District
    Westwood Community School District is a public school district in Michigan that provides K–12 education to students in and around the city of Inkster.
  • D. Warren Woods Public Schools
    Warren Woods Public Schools is a public school district serving students in the Warren area of Macomb County, Michigan.
  • E. Warwick Public Schools
    Warwick Public Schools is the public school district serving students in the city of Warwick, Rhode Island.
  • 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_69c0084788848190bcf71f6bc5d71597 completed March 22, 2026, 3:18 p.m.
NER Named-entity recognition batch_69c02b17417081908779741b9bfbb720 completed March 22, 2026, 5:47 p.m.
NED1 Entity disambiguation (via context triple) batch_69c0983ded9c8190b37372627c1e3a50 completed March 23, 2026, 1:32 a.m.
NEDg Description generation batch_69c0990bf38081908c09c5dfe660c35b completed March 23, 2026, 1:36 a.m.
NED2 Entity disambiguation (via description) batch_69c099bd26fc8190a58bf483a6d4cbca completed March 23, 2026, 1:39 a.m.
Created at: March 22, 2026, 3:52 p.m.