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.