Triple

T2607580
Position Surface form Disambiguated ID Type / Status
Subject Massachusetts Executive Office for Administration and Finance E58697 entity
Predicate hasDivision P35 FINISHED
Object operational services division
The Operational Services Division is a Massachusetts state agency responsible for overseeing procurement, contracting, and related business services for government entities and public programs.
E282318 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: operational services division | Statement: [Massachusetts Executive Office for Administration and Finance, hasDivision, operational services division]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: operational services division
Context triple: [Massachusetts Executive Office for Administration and Finance, hasDivision, operational services division]
  • A. Operational Services Administration
    Operational Services Administration is a division within the Maryland Department of the Environment that provides internal administrative, operational, and support services to enable the agency’s environmental programs to function effectively.
  • B. External Services Division
    The External Services Division is the international broadcasting arm of All India Radio that transmits news, cultural programs, and information about India to audiences abroad in multiple languages.
  • C. Office of Operations
    The Office of Operations is a division within the Federal Highway Administration responsible for managing and improving the performance, reliability, and safety of the nation’s highway system through traffic operations and related programs.
  • D. administrative services division
    The administrative services division is the support arm of the Prince George’s County Police Department responsible for managing functions such as personnel, finance, records, logistics, and other internal operations that enable the agency’s law enforcement work.
  • E. Department of Operational Support
    The Department of Operational Support is a United Nations Secretariat department responsible for providing operational, logistical, and administrative support to UN peace operations and other field missions worldwide.
  • 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: operational services division
Triple: [Massachusetts Executive Office for Administration and Finance, hasDivision, operational services division]
Generated description
The Operational Services Division is a Massachusetts state agency responsible for overseeing procurement, contracting, and related business services for government entities and public programs.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: operational services division
Target entity description: The Operational Services Division is a Massachusetts state agency responsible for overseeing procurement, contracting, and related business services for government entities and public programs.
  • A. Operational Services Administration
    Operational Services Administration is a division within the Maryland Department of the Environment that provides internal administrative, operational, and support services to enable the agency’s environmental programs to function effectively.
  • B. External Services Division
    The External Services Division is the international broadcasting arm of All India Radio that transmits news, cultural programs, and information about India to audiences abroad in multiple languages.
  • C. Office of Operations
    The Office of Operations is a division within the Federal Highway Administration responsible for managing and improving the performance, reliability, and safety of the nation’s highway system through traffic operations and related programs.
  • D. administrative services division
    The administrative services division is the support arm of the Prince George’s County Police Department responsible for managing functions such as personnel, finance, records, logistics, and other internal operations that enable the agency’s law enforcement work.
  • E. Department of Operational Support
    The Department of Operational Support is a United Nations Secretariat department responsible for providing operational, logistical, and administrative support to UN peace operations and other field missions worldwide.
  • 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_69ab4ac3523881909679750c9f8c2dec completed March 6, 2026, 9:44 p.m.
NER Named-entity recognition batch_69abd86769b88190935151a01c1ac855 completed March 7, 2026, 7:48 a.m.
NED1 Entity disambiguation (via context triple) batch_69af83de926c81909e45160f9fc78799 completed March 10, 2026, 2:37 a.m.
NEDg Description generation batch_69af8501adc4819092035d7e55524fc8 completed March 10, 2026, 2:42 a.m.
NED2 Entity disambiguation (via description) batch_69af85a6060c8190a80d5633d1b8a9d5 completed March 10, 2026, 2:44 a.m.
Created at: March 6, 2026, 9:49 p.m.