Triple

T7936744
Position Surface form Disambiguated ID Type / Status
Subject Object Management Group E184304 entity
Predicate knownFor P22 FINISHED
Object Data Distribution Service
Data Distribution Service is a real-time publish–subscribe middleware standard defined by the Object Management Group for scalable, high-performance data exchange in distributed systems.
E699636 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: Data Distribution Service | Statement: [Object Management Group, knownFor, Data Distribution Service]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Data Distribution Service
Context triple: [Object Management Group, knownFor, Data Distribution Service]
  • A. Data Quality Services
    Data Quality Services is a SQL Server component that provides tools for defining, managing, and improving the quality and consistency of data through knowledge-based cleansing and matching.
  • B. New Distribution Capability
    New Distribution Capability is an XML-based data transmission standard created to modernize and enhance how airlines distribute fares and ancillary services through travel agents and other third-party channels.
  • C. Distributed
    Distributed is a Julia standard library module that provides tools for parallel and distributed computing across multiple processes and machines.
  • D. Content delivery network
    A content delivery network (CDN) is a geographically distributed system of servers that accelerates and optimizes the delivery of web content to users by serving it from locations closer to them.
  • E. Data Transformation Services
    Data Transformation Services (DTS) was an early Microsoft SQL Server component used to extract, transform, and load (ETL) data between heterogeneous data sources before being superseded by SQL Server Integration Services.
  • 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: Data Distribution Service
Triple: [Object Management Group, knownFor, Data Distribution Service]
Generated description
Data Distribution Service is a real-time publish–subscribe middleware standard defined by the Object Management Group for scalable, high-performance data exchange in distributed systems.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Data Distribution Service
Target entity description: Data Distribution Service is a real-time publish–subscribe middleware standard defined by the Object Management Group for scalable, high-performance data exchange in distributed systems.
  • A. Data Quality Services
    Data Quality Services is a SQL Server component that provides tools for defining, managing, and improving the quality and consistency of data through knowledge-based cleansing and matching.
  • B. New Distribution Capability
    New Distribution Capability is an XML-based data transmission standard created to modernize and enhance how airlines distribute fares and ancillary services through travel agents and other third-party channels.
  • C. Distributed
    Distributed is a Julia standard library module that provides tools for parallel and distributed computing across multiple processes and machines.
  • D. Content delivery network
    A content delivery network (CDN) is a geographically distributed system of servers that accelerates and optimizes the delivery of web content to users by serving it from locations closer to them.
  • E. Data Transformation Services
    Data Transformation Services (DTS) was an early Microsoft SQL Server component used to extract, transform, and load (ETL) data between heterogeneous data sources before being superseded by SQL Server Integration Services.
  • 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_69ca8290c21c8190906a5ca6fe2b03c4 completed March 30, 2026, 2:02 p.m.
NER Named-entity recognition batch_69cb3aede3cc81908b0d3b54e68997b9 completed March 31, 2026, 3:09 a.m.
NED1 Entity disambiguation (via context triple) batch_69cb5c0a96ac819099ad30fb925eb329 completed March 31, 2026, 5:30 a.m.
NEDg Description generation batch_69cb7634f4dc8190b5e537f24bccd651 completed March 31, 2026, 7:22 a.m.
NED2 Entity disambiguation (via description) batch_69cbb67e77a48190b93c6ba61becfac4 completed March 31, 2026, 11:56 a.m.
Created at: March 30, 2026, 5:08 p.m.