Triple

T252303
Position Surface form Disambiguated ID Type / Status
Subject Massachusetts Comprehensive Assessment System E5175 entity
Predicate subjectArea P3 FINISHED
Object English Language Arts
English Language Arts is an academic subject area focused on developing students’ skills in reading, writing, speaking, listening, and language analysis in English.
E32261 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: English Language Arts | Statement: [Massachusetts Comprehensive Assessment System, subjectArea, English Language Arts]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: English Language Arts
Context triple: [Massachusetts Comprehensive Assessment System, subjectArea, English Language Arts]
  • A. English
    English is a widely spoken West Germanic language that serves as a global lingua franca in education, business, science, and international communication.
  • B. School of Arts, Languages and Cultures
    The School of Arts, Languages and Cultures is an academic division of the University of Manchester that focuses on disciplines in the humanities, including the study of languages, literature, history, culture, and related arts.
  • C. School of Humanities
    The School of Humanities at Rice University is an academic division dedicated to disciplines such as history, philosophy, languages, and the arts, emphasizing critical inquiry and cultural understanding.
  • D. American literature
    American literature is the body of written works produced in the United States and its preceding colonies, reflecting the nation’s evolving history, culture, and diverse voices across genres and periods.
  • E. English American
    English American refers to a U.S. resident or citizen of English ancestry, whose heritage traces back to settlers and immigrants from England.
  • 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: English Language Arts
Triple: [Massachusetts Comprehensive Assessment System, subjectArea, English Language Arts]
Generated description
English Language Arts is an academic subject area focused on developing students’ skills in reading, writing, speaking, listening, and language analysis in English.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: English Language Arts
Target entity description: English Language Arts is an academic subject area focused on developing students’ skills in reading, writing, speaking, listening, and language analysis in English.
  • A. English
    English is a widely spoken West Germanic language that serves as a global lingua franca in education, business, science, and international communication.
  • B. School of Arts, Languages and Cultures
    The School of Arts, Languages and Cultures is an academic division of the University of Manchester that focuses on disciplines in the humanities, including the study of languages, literature, history, culture, and related arts.
  • C. School of Humanities
    The School of Humanities at Rice University is an academic division dedicated to disciplines such as history, philosophy, languages, and the arts, emphasizing critical inquiry and cultural understanding.
  • D. American literature
    American literature is the body of written works produced in the United States and its preceding colonies, reflecting the nation’s evolving history, culture, and diverse voices across genres and periods.
  • E. English American
    English American refers to a U.S. resident or citizen of English ancestry, whose heritage traces back to settlers and immigrants from England.
  • 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_69a257c4bf688190a46ebbf411ab7473 completed Feb. 28, 2026, 2:49 a.m.
NER Named-entity recognition batch_69a25d39eb3881909f435043c8697f13 completed Feb. 28, 2026, 3:12 a.m.
NED1 Entity disambiguation (via context triple) batch_69a37374e97c819090a8921d5c27d1ab completed Feb. 28, 2026, 11 p.m.
NEDg Description generation batch_69a37424ca448190aeb43c7922fbd1dd completed Feb. 28, 2026, 11:03 p.m.
NED2 Entity disambiguation (via description) batch_69a3747b0bf481908b197614d9f2d04c completed Feb. 28, 2026, 11:04 p.m.
Created at: Feb. 28, 2026, 2:54 a.m.