Triple

T11867348
Position Surface form Disambiguated ID Type / Status
Subject Operational Services Division E282318 entity
Predicate worksWith P398 FINISHED
Object Massachusetts state agencies
Massachusetts state agencies are the various executive, regulatory, and service-oriented government bodies that administer public programs and enforce laws across the Commonwealth of Massachusetts.
E741 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 state agencies | Statement: [Operational Services Division, worksWith, Massachusetts state agencies]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Massachusetts state agencies
Context triple: [Operational Services Division, worksWith, Massachusetts state agencies]
  • A. Government of Massachusetts
    The Government of Massachusetts is the state-level political and administrative authority responsible for creating and enforcing laws, managing public services, and overseeing governance within the Commonwealth of Massachusetts.
  • B. 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.
  • C. 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.
  • D. Office of the Secretary of the Commonwealth of Massachusetts
    The Office of the Secretary of the Commonwealth of Massachusetts is a statewide constitutional office responsible for overseeing elections, public records, corporate registrations, and various administrative and regulatory functions in the Commonwealth.
  • E. Massachusetts Executive Office for Administration and Finance
    The Massachusetts Executive Office for Administration and Finance is a key state cabinet agency responsible for managing the Commonwealth’s budget, fiscal policy, and administrative operations.
  • 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 state agencies
Triple: [Operational Services Division, worksWith, Massachusetts state agencies]
Generated description
Massachusetts state agencies are the various executive, regulatory, and service-oriented government bodies that administer public programs and enforce laws across the Commonwealth of Massachusetts.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Massachusetts state agencies
Target entity description: Massachusetts state agencies are the various executive, regulatory, and service-oriented government bodies that administer public programs and enforce laws across the Commonwealth of Massachusetts.
  • A. Government of Massachusetts chosen
    The Government of Massachusetts is the state-level political and administrative authority responsible for creating and enforcing laws, managing public services, and overseeing governance within the Commonwealth of Massachusetts.
  • B. 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.
  • C. 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.
  • D. Office of the Secretary of the Commonwealth of Massachusetts
    The Office of the Secretary of the Commonwealth of Massachusetts is a statewide constitutional office responsible for overseeing elections, public records, corporate registrations, and various administrative and regulatory functions in the Commonwealth.
  • E. Massachusetts Executive Office for Administration and Finance
    The Massachusetts Executive Office for Administration and Finance is a key state cabinet agency responsible for managing the Commonwealth’s budget, fiscal policy, and administrative operations.
  • 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_69d6ab2945d081908a5851c916cbcfb5 completed April 8, 2026, 7:23 p.m.
NER Named-entity recognition batch_69d8a73a233081909449ab294d01a512 completed April 10, 2026, 7:31 a.m.
NED1 Entity disambiguation (via context triple) batch_69f2819229ec81908a3bc5579d661c20 completed April 29, 2026, 10:09 p.m.
NEDg Description generation batch_69f28a92ac90819092eef473a49d329e completed April 29, 2026, 10:47 p.m.
NED2 Entity disambiguation (via description) batch_69f28c462d888190a43e042b00921dbe completed April 29, 2026, 10:55 p.m.
Created at: April 8, 2026, 9:43 p.m.