Triple

T15013988
Position Surface form Disambiguated ID Type / Status
Subject Ward, Arkansas E377909 entity
Predicate servedBySchoolDistrict P226 FINISHED
Object Cabot School District
Cabot School District is a public school district in Arkansas that provides K–12 education to students in Cabot and surrounding communities, including Ward.
 E1132464 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: Cabot School District | Statement: [Ward, Arkansas, servedBySchoolDistrict, Cabot School District]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Cabot School District
Context triple: [Ward, Arkansas, servedBySchoolDistrict, Cabot School District]
  • A. Pembroke School District
    Pembroke School District is the public school system serving students in the town of Pembroke, New Hampshire.
  • B. Essex Fells School District
    Essex Fells School District is a small public school district in Essex Fells, New Jersey, serving local students in the early grade levels with a single elementary school.
  • C. Champlain Valley School District
    Champlain Valley School District is a public school district in northwestern Vermont that oversees the education of students in Williston and several neighboring communities.
  • D. Scituate school district
    Scituate School District is a public school system in Scituate, Rhode Island, serving students from several local villages including Clayville.
  • E. Avon Public Schools
    Avon Public Schools is the public school district serving the town of Avon in central Connecticut, providing K–12 education to local students.
  • 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: Cabot School District
Triple: [Ward, Arkansas, servedBySchoolDistrict, Cabot School District]
Generated description
Cabot School District is a public school district in Arkansas that provides K–12 education to students in Cabot and surrounding communities, including Ward.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Cabot School District
Target entity description: Cabot School District is a public school district in Arkansas that provides K–12 education to students in Cabot and surrounding communities, including Ward.
  • A. Pembroke School District
    Pembroke School District is the public school system serving students in the town of Pembroke, New Hampshire.
  • B. Essex Fells School District
    Essex Fells School District is a small public school district in Essex Fells, New Jersey, serving local students in the early grade levels with a single elementary school.
  • C. Champlain Valley School District
    Champlain Valley School District is a public school district in northwestern Vermont that oversees the education of students in Williston and several neighboring communities.
  • D. Scituate school district
    Scituate School District is a public school system in Scituate, Rhode Island, serving students from several local villages including Clayville.
  • E. Avon Public Schools
    Avon Public Schools is the public school district serving the town of Avon in central Connecticut, providing K–12 education to local students.
  • 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_69d85cd3a3c881908c71fc424d459c17 completed April 10, 2026, 2:13 a.m.
NER Named-entity recognition batch_69ded7623c3c819092ca36b358b01842 completed April 15, 2026, 12:10 a.m.
NED1 Entity disambiguation (via context triple) batch_69fe96aa3c888190a65e7b3c3b130131 completed May 9, 2026, 2:06 a.m.
NEDg Description generation batch_69fe97af0a0c8190bca3ea103d05fd99 completed May 9, 2026, 2:10 a.m.
NED2 Entity disambiguation (via description) batch_69fe98b18ab48190b2a47418904e6643 completed May 9, 2026, 2:15 a.m.
Created at: April 10, 2026, 2:55 a.m.