Triple

T13654470
Position Surface form Disambiguated ID Type / Status
Subject Massachusetts General Laws on public higher education E326820 entity
Predicate relatedTo P37 FINISHED
Object Massachusetts budget and appropriations statutes
Massachusetts budget and appropriations statutes are the state laws that govern how public funds are allocated, authorized, and spent across Massachusetts government programs and institutions, including public higher education.
E326820 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 budget and appropriations statutes | Statement: [Massachusetts General Laws on public higher education, relatedTo, Massachusetts budget and appropriations statutes]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Massachusetts budget and appropriations statutes
Context triple: [Massachusetts General Laws on public higher education, relatedTo, Massachusetts budget and appropriations statutes]
  • A. Massachusetts session laws
    Massachusetts session laws are the chronological collection of statutes and acts passed by the Massachusetts legislature during each legislative session.
  • B. Massachusetts General Laws
    Massachusetts General Laws are the codified statutes that form the primary body of statutory law governing the Commonwealth of Massachusetts.
  • C. House rules of the Massachusetts General Court
    The House rules of the Massachusetts General Court are the formal procedural regulations that govern how the Massachusetts House of Representatives conducts its legislative business, debates, and internal organization.
  • D. Massachusetts General Laws on public higher education
    The Massachusetts General Laws on public higher education comprise the state’s statutory framework governing the organization, funding, and operation of its public colleges and universities, including community colleges.
  • E. Office of the Comptroller of Massachusetts
    The Office of the Comptroller of Massachusetts is a state agency responsible for overseeing the Commonwealth’s financial reporting, accounting, and internal controls to ensure transparency and compliance with fiscal laws and regulations.
  • 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 budget and appropriations statutes
Triple: [Massachusetts General Laws on public higher education, relatedTo, Massachusetts budget and appropriations statutes]
Generated description
Massachusetts budget and appropriations statutes are the state laws that govern how public funds are allocated, authorized, and spent across Massachusetts government programs and institutions, including public higher education.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Massachusetts budget and appropriations statutes
Target entity description: Massachusetts budget and appropriations statutes are the state laws that govern how public funds are allocated, authorized, and spent across Massachusetts government programs and institutions, including public higher education.
  • A. Massachusetts session laws
    Massachusetts session laws are the chronological collection of statutes and acts passed by the Massachusetts legislature during each legislative session.
  • B. Massachusetts General Laws
    Massachusetts General Laws are the codified statutes that form the primary body of statutory law governing the Commonwealth of Massachusetts.
  • C. House rules of the Massachusetts General Court
    The House rules of the Massachusetts General Court are the formal procedural regulations that govern how the Massachusetts House of Representatives conducts its legislative business, debates, and internal organization.
  • D. Massachusetts General Laws on public higher education chosen
    The Massachusetts General Laws on public higher education comprise the state’s statutory framework governing the organization, funding, and operation of its public colleges and universities, including community colleges.
  • E. Office of the Comptroller of Massachusetts
    The Office of the Comptroller of Massachusetts is a state agency responsible for overseeing the Commonwealth’s financial reporting, accounting, and internal controls to ensure transparency and compliance with fiscal laws and regulations.
  • F. None of above.

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_69d8076d8270819092afc2f0e9c359a8 completed April 9, 2026, 8:09 p.m.
NER Named-entity recognition batch_69dbc60ace048190a4b92310ba272bd1 completed April 12, 2026, 4:19 p.m.
NED1 Entity disambiguation (via context triple) batch_69f78b03083c8190855a2a4ee44e4098 completed May 3, 2026, 5:50 p.m.
NEDg Description generation batch_69f78c0030e481909c20f21ddaa480dc completed May 3, 2026, 5:55 p.m.
NED2 Entity disambiguation (via description) batch_69f78d6d74bc8190ad5476a06e8fd8ad completed May 3, 2026, 6:01 p.m.
Created at: April 9, 2026, 9:52 p.m.