Triple

T7048318
Position Surface form Disambiguated ID Type / Status
Subject Massachusetts Secretary of the Commonwealth E163698 entity
Predicate oversees P46 FINISHED
Object Massachusetts Corporations Division
The Massachusetts Corporations Division is the state office responsible for business entity filings, corporate records, and related regulatory services in Massachusetts.
 E639519 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 Corporations Division | Statement: [Massachusetts Secretary of the Commonwealth, oversees, Massachusetts Corporations Division]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Massachusetts Corporations Division
Context triple: [Massachusetts Secretary of the Commonwealth, oversees, Massachusetts Corporations Division]
  • A. Georgia Corporations Division
    The Georgia Corporations Division is the state office responsible for business entity registration, records, and regulatory filings in Georgia.
  • B. Massachusetts Division of Banks
    The Massachusetts Division of Banks is the state regulatory agency responsible for overseeing and supervising banks, credit unions, and other financial institutions operating in Massachusetts.
  • C. Bureau of Corporations
    The Bureau of Corporations was a U.S. federal agency in the early 20th century responsible for investigating and reporting on the activities of large corporations and trusts to inform antitrust policy and regulation.
  • D. Massachusetts Register
    The Massachusetts Register is the official biweekly publication that provides updates, notices, and changes to Massachusetts state regulations and administrative rules.
  • E. Massachusetts State Publications and Regulations Division
    The Massachusetts State Publications and Regulations Division is a state government office responsible for compiling, publishing, and providing public access to Massachusetts’ official regulations and related legal materials.
  • 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 Corporations Division
Triple: [Massachusetts Secretary of the Commonwealth, oversees, Massachusetts Corporations Division]
Generated description
The Massachusetts Corporations Division is the state office responsible for business entity filings, corporate records, and related regulatory services in Massachusetts.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Massachusetts Corporations Division
Target entity description: The Massachusetts Corporations Division is the state office responsible for business entity filings, corporate records, and related regulatory services in Massachusetts.
  • A. Georgia Corporations Division
    The Georgia Corporations Division is the state office responsible for business entity registration, records, and regulatory filings in Georgia.
  • B. Massachusetts Division of Banks
    The Massachusetts Division of Banks is the state regulatory agency responsible for overseeing and supervising banks, credit unions, and other financial institutions operating in Massachusetts.
  • C. Bureau of Corporations
    The Bureau of Corporations was a U.S. federal agency in the early 20th century responsible for investigating and reporting on the activities of large corporations and trusts to inform antitrust policy and regulation.
  • D. Massachusetts Register
    The Massachusetts Register is the official biweekly publication that provides updates, notices, and changes to Massachusetts state regulations and administrative rules.
  • E. Massachusetts State Publications and Regulations Division
    The Massachusetts State Publications and Regulations Division is a state government office responsible for compiling, publishing, and providing public access to Massachusetts’ official regulations and related legal materials.
  • 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_69c6885f598c8190b6b6495c59d8d962 completed March 27, 2026, 1:38 p.m.
NER Named-entity recognition batch_69c6e24c4004819086002bfe55502374 completed March 27, 2026, 8:02 p.m.
NED1 Entity disambiguation (via context triple) batch_69c7888497b08190b1f2aa686e8e30c1 completed March 28, 2026, 7:51 a.m.
NEDg Description generation batch_69c78c31d57c8190a45d25ac77ff6280 completed March 28, 2026, 8:07 a.m.
NED2 Entity disambiguation (via description) batch_69c78d635c94819083463128483a60f6 completed March 28, 2026, 8:12 a.m.
Created at: March 27, 2026, 2:37 p.m.