Triple

T10506928
Position Surface form Disambiguated ID Type / Status
Subject Massachusetts public K–12 education system E247810 entity
Predicate hasComponent P35 FINISHED
Object Massachusetts innovation schools
Massachusetts innovation schools are specialized public schools in the state that operate with increased autonomy and flexibility to implement innovative educational programs and practices within the K–12 system.
E867931 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: Massachusetts innovation schools | Statement: [Massachusetts public K–12 education system, hasComponent, Massachusetts innovation schools]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Massachusetts innovation schools
Context triple: [Massachusetts public K–12 education system, hasComponent, Massachusetts innovation schools]
  • A. Massachusetts educational collaboratives
    Massachusetts educational collaboratives are regional public organizations that pool resources among school districts to provide shared educational programs, services, and supports across the state.
  • B. Massachusetts public K–12 education system
    The Massachusetts public K–12 education system is the statewide network of publicly funded primary and secondary schools that provides compulsory education to children across Massachusetts under state standards and oversight.
  • C. Education Innovation Laboratory at Harvard University
    The Education Innovation Laboratory at Harvard University is a research center that designs and evaluates data-driven strategies to improve educational outcomes, particularly for disadvantaged students.
  • D. Executive Office of Education of Massachusetts
    The Executive Office of Education of Massachusetts is the state-level cabinet agency that oversees and coordinates education policy and administration across early education, K–12, and higher education in the Commonwealth.
  • E. New England educational institutions
    New England educational institutions are the region’s schools and colleges, historically rooted in Puritan religious and intellectual traditions and known for their influential role in American higher education.
  • 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: Massachusetts innovation schools
Triple: [Massachusetts public K–12 education system, hasComponent, Massachusetts innovation schools]
Generated description
Massachusetts innovation schools are specialized public schools in the state that operate with increased autonomy and flexibility to implement innovative educational programs and practices within the K–12 system.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Massachusetts innovation schools
Target entity description: Massachusetts innovation schools are specialized public schools in the state that operate with increased autonomy and flexibility to implement innovative educational programs and practices within the K–12 system.
  • A. Massachusetts educational collaboratives
    Massachusetts educational collaboratives are regional public organizations that pool resources among school districts to provide shared educational programs, services, and supports across the state.
  • B. Massachusetts public K–12 education system
    The Massachusetts public K–12 education system is the statewide network of publicly funded primary and secondary schools that provides compulsory education to children across Massachusetts under state standards and oversight.
  • C. Education Innovation Laboratory at Harvard University
    The Education Innovation Laboratory at Harvard University is a research center that designs and evaluates data-driven strategies to improve educational outcomes, particularly for disadvantaged students.
  • D. Executive Office of Education of Massachusetts
    The Executive Office of Education of Massachusetts is the state-level cabinet agency that oversees and coordinates education policy and administration across early education, K–12, and higher education in the Commonwealth.
  • E. New England educational institutions
    New England educational institutions are the region’s schools and colleges, historically rooted in Puritan religious and intellectual traditions and known for their influential role in American higher education.
  • 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_69d381c4aa948190942e1d803143fb0e completed April 6, 2026, 9:49 a.m.
NER Named-entity recognition batch_69d509b17cd88190b37e41b3ce2b4b16 completed April 7, 2026, 1:42 p.m.
NED1 Entity disambiguation (via context triple) batch_69d8dce30d788190b4a40340b9200b10 completed April 10, 2026, 11:20 a.m.
NEDg Description generation batch_69d8e8ca94508190a2a6beca7f01fbd8 completed April 10, 2026, 12:10 p.m.
NED2 Entity disambiguation (via description) batch_69d9020bce488190b78e555cdd5caec4 completed April 10, 2026, 1:58 p.m.
Created at: April 6, 2026, 12:26 p.m.