Triple

T7238632
Position Surface form Disambiguated ID Type / Status
Subject Norwalk, Connecticut E155295 entity
Predicate hasSchoolDistrict P226 FINISHED
Object Norwalk Public Schools
Norwalk Public Schools is the public school district serving students in the city of Norwalk, Connecticut.
 E650773 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: Norwalk Public Schools | Statement: [Norwalk, Connecticut, hasSchoolDistrict, Norwalk Public Schools]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Norwalk Public Schools
Context triple: [Norwalk, Connecticut, hasSchoolDistrict, Norwalk Public Schools]
  • A. Norwalk City School District
    Norwalk City School District is a public school district serving the educational needs of students in and around Norwalk, Ohio.
  • B. Norwalk Community School District
    Norwalk Community School District is a public school district serving the educational needs of students in and around the city of Norwalk in central Iowa.
  • C. Ridgefield Public Schools
    Ridgefield Public Schools is the public school district serving students in the town of Ridgefield, Connecticut.
  • D. Hartford Public Schools
    Hartford Public Schools is the public school district serving the city of Hartford, Connecticut, operating a network of elementary, middle, and high schools for local students.
  • E. Meriden Public Schools
    Meriden Public Schools is the public school district responsible for providing K–12 education to students in the city of Meriden, Connecticut.
  • 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: Norwalk Public Schools
Triple: [Norwalk, Connecticut, hasSchoolDistrict, Norwalk Public Schools]
Generated description
Norwalk Public Schools is the public school district serving students in the city of Norwalk, Connecticut.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Norwalk Public Schools
Target entity description: Norwalk Public Schools is the public school district serving students in the city of Norwalk, Connecticut.
  • A. Norwalk City School District
    Norwalk City School District is a public school district serving the educational needs of students in and around Norwalk, Ohio.
  • B. Norwalk Community School District
    Norwalk Community School District is a public school district serving the educational needs of students in and around the city of Norwalk in central Iowa.
  • C. Ridgefield Public Schools
    Ridgefield Public Schools is the public school district serving students in the town of Ridgefield, Connecticut.
  • D. Hartford Public Schools
    Hartford Public Schools is the public school district serving the city of Hartford, Connecticut, operating a network of elementary, middle, and high schools for local students.
  • E. Meriden Public Schools
    Meriden Public Schools is the public school district responsible for providing K–12 education to students in the city of Meriden, Connecticut.
  • 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_69c688143bfc81908d4176617735e601 completed March 27, 2026, 1:37 p.m.
NER Named-entity recognition batch_69c6ea368fb88190bd9e991e8b94dac6 completed March 27, 2026, 8:36 p.m.
NED1 Entity disambiguation (via context triple) batch_69c7cc3d75b48190916bf327396f2666 completed March 28, 2026, 12:40 p.m.
NEDg Description generation batch_69c7ce24f4148190877852983c9aadb5 completed March 28, 2026, 12:48 p.m.
NED2 Entity disambiguation (via description) batch_69c7ce9f73508190a2d1eb35237c3073 completed March 28, 2026, 12:50 p.m.
Created at: March 27, 2026, 2:55 p.m.