Triple

T2913592
Position Surface form Disambiguated ID Type / Status
Subject Login.gov program E63742 entity
Predicate operatedBy P86 FINISHED
Object Technology Transformation Services E63719 NE FINISHED

How this triple was built (2 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: Technology Transformation Services | Statement: [Login.gov program, operatedBy, Technology Transformation Services]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Technology Transformation Services
Context triple: [Login.gov program, operatedBy, Technology Transformation Services]
  • A. Technology Transformation Services chosen
    Technology Transformation Services is a U.S. federal organization within the General Services Administration that helps government agencies modernize their digital services, technology, and customer experience.
  • B. GSA Technology Transformation Services
    GSA Technology Transformation Services is a division of the U.S. General Services Administration that helps federal agencies modernize their technology, improve digital services, and adopt innovative IT solutions.
  • C. Cloud Software and Services
    Cloud Software and Services is an Ericsson business division focused on delivering cloud-native software, platforms, and managed services for telecommunications networks and digital infrastructure.
  • D. 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SQL Server component used to extract, transform, and load (ETL) data between heterogeneous data sources before being superseded by SQL Server Integration Services.
  • E. Technical Services Program
    The Technical Services Program is a preservation initiative of the New York Landmarks Conservancy that provides expert architectural and conservation guidance to help maintain and restore historic buildings and landmarks.
  • F. None of above.
  • G. Unsure - the case is ambiguous/there is not enough information to decide.

Provenance (3 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_69ab4c44ab448190b9411324e8a1fc1d completed March 6, 2026, 9:51 p.m.
NER Named-entity recognition batch_69abe0ecaba48190a8e22c74a111fded completed March 7, 2026, 8:25 a.m.
NED1 Entity disambiguation (via context triple) batch_69b12e1250348190abeac8ef6dd9d916 completed March 11, 2026, 8:55 a.m.
Created at: March 6, 2026, 10:11 p.m.