Triple

T3271157

Position	Surface form	Disambiguated ID	Type / Status
Subject	Massachusetts Probate and Family Court	`E68650`	entity
Predicate	hasCourtDivision	`P47013`	FINISHED
Object	Berkshire Probate and Family Court Berkshire Probate and Family Court is a Massachusetts trial court division that handles matters such as divorce, child custody, adoption, guardianship, and probate for residents of Berkshire County.	`E68650`	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: Berkshire Probate and Family Court | Statement: [Massachusetts Probate and Family Court, hasCourtDivision, Berkshire Probate and Family Court]

NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07

Target entity: Berkshire Probate and Family Court
Context triple: [Massachusetts Probate and Family Court, hasCourtDivision, Berkshire Probate and Family Court]

A. Massachusetts Probate and Family Court
The Massachusetts Probate and Family Court is a statewide trial court that handles matters such as divorce, child custody, adoption, guardianship, and probate of wills and estates.
B. Massachusetts Juvenile Court
The Massachusetts Juvenile Court is a specialized trial court that handles cases involving children and adolescents, including delinquency, child protection, and related family matters within the Commonwealth of Massachusetts.
C. Massachusetts Trial Court
The Massachusetts Trial Court is the statewide court system responsible for handling the majority of criminal, civil, family, and probate cases across Massachusetts through its various trial-level departments.
D. Massachusetts Superior Court
The Massachusetts Superior Court is the state’s trial court of general jurisdiction, handling major civil and serious criminal cases across the Commonwealth.
E. Brockton District Court
Brockton District Court is a local trial court in Brockton, Massachusetts that handles criminal, civil, and other judicial matters for the surrounding community.
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: Berkshire Probate and Family Court
Triple: [Massachusetts Probate and Family Court, hasCourtDivision, Berkshire Probate and Family Court]

Generated description

Berkshire Probate and Family Court is a Massachusetts trial court division that handles matters such as divorce, child custody, adoption, guardianship, and probate for residents of Berkshire County.

NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07

Target entity: Berkshire Probate and Family Court
Target entity description: Berkshire Probate and Family Court is a Massachusetts trial court division that handles matters such as divorce, child custody, adoption, guardianship, and probate for residents of Berkshire County.

A. Massachusetts Probate and Family Court chosen
The Massachusetts Probate and Family Court is a statewide trial court that handles matters such as divorce, child custody, adoption, guardianship, and probate of wills and estates.
B. Massachusetts Juvenile Court
The Massachusetts Juvenile Court is a specialized trial court that handles cases involving children and adolescents, including delinquency, child protection, and related family matters within the Commonwealth of Massachusetts.
C. Massachusetts Trial Court
The Massachusetts Trial Court is the statewide court system responsible for handling the majority of criminal, civil, family, and probate cases across Massachusetts through its various trial-level departments.
D. Massachusetts Superior Court
The Massachusetts Superior Court is the state’s trial court of general jurisdiction, handling major civil and serious criminal cases across the Commonwealth.
E. Brockton District Court
Brockton District Court is a local trial court in Brockton, Massachusetts that handles criminal, civil, and other judicial matters for the surrounding community.
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_69ad859b54f881909bf530d549caf2fd`	completed	March 8, 2026, 2:20 p.m.
NER	Named-entity recognition	`batch_69adaff4b9dc8190b7e3da0bbffccf99`	completed	March 8, 2026, 5:20 p.m.
NED1	Entity disambiguation (via context triple)	`batch_69b28f02a620819091356c965b2aceef`	completed	March 12, 2026, 10:01 a.m.
NEDg	Description generation	`batch_69b296709f84819094fe9db721a44f83`	completed	March 12, 2026, 10:33 a.m.
NED2	Entity disambiguation (via description)	`batch_69b2d6c47e908190b5be5b33da358ade`	completed	March 12, 2026, 3:07 p.m.

Created at: March 8, 2026, 3:09 p.m.