Triple

T8101647
Position Surface form Disambiguated ID Type / Status
Subject Massachusetts Department of Developmental Services E189127 entity
Predicate hasAbbreviation P43 FINISHED
Object DDS
DDS is the state agency in Massachusetts responsible for providing services and supports to individuals with intellectual and developmental disabilities.
 E711519 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: DDS | Statement: [Massachusetts Department of Developmental Services, hasAbbreviation, DDS]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: DDS
Context triple: [Massachusetts Department of Developmental Services, hasAbbreviation, DDS]
  • A. DDS
    DDS is the California state agency responsible for overseeing services and supports for individuals with developmental disabilities.
  • B. DDS
    DDS (Data Distribution Service) is a real-time, publish–subscribe middleware standard for scalable, high-performance data exchange in distributed systems.
  • C. DDD
    DDD is a graphical front-end interface for the GNU Debugger (GDB) that provides a visual environment for debugging programs.
  • D. DDD
    DDD is a software design approach that focuses on modeling complex business domains in close collaboration with domain experts to guide the structure and behavior of software systems.
  • E. DSS
    DSS is the abbreviated name of the Securitate, the notorious secret police service of Communist Romania.
  • 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: DDS
Triple: [Massachusetts Department of Developmental Services, hasAbbreviation, DDS]
Generated description
DDS is the state agency in Massachusetts responsible for providing services and supports to individuals with intellectual and developmental disabilities.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: DDS
Target entity description: DDS is the state agency in Massachusetts responsible for providing services and supports to individuals with intellectual and developmental disabilities.
  • A. DDS
    DDS is the California state agency responsible for overseeing services and supports for individuals with developmental disabilities.
  • B. DDS
    DDS (Data Distribution Service) is a real-time, publish–subscribe middleware standard for scalable, high-performance data exchange in distributed systems.
  • C. DDD
    DDD is a graphical front-end interface for the GNU Debugger (GDB) that provides a visual environment for debugging programs.
  • D. DDD
    DDD is a software design approach that focuses on modeling complex business domains in close collaboration with domain experts to guide the structure and behavior of software systems.
  • E. DSS
    DSS is the abbreviated name of the Securitate, the notorious secret police service of Communist Romania.
  • 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_69ca82b886d88190a9cba0d5a4a27521 completed March 30, 2026, 2:03 p.m.
NER Named-entity recognition batch_69cb42bbf20c8190aa8c272b5c39002d completed March 31, 2026, 3:42 a.m.
NED1 Entity disambiguation (via context triple) batch_69cc641d96e88190adee974b79d5fc05 completed April 1, 2026, 12:17 a.m.
NEDg Description generation batch_69cc68d9032c8190af6c5ff64fe46aff completed April 1, 2026, 12:37 a.m.
NED2 Entity disambiguation (via description) batch_69cc69f6bb308190a95df95d1a67cfec completed April 1, 2026, 12:42 a.m.
Created at: March 30, 2026, 5:31 p.m.