Triple
T13615227
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | OPP |
E325294
|
entity |
| Predicate | partOf |
P40
|
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: [OPP, partOf, Technology Transformation Services]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Technology Transformation Services Context triple: [OPP, partOf, 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.
Digital & Integration
Digital & Integration is a Schlumberger business division focused on digital technologies, software, and data-driven solutions for the energy industry.
-
C.
Enterprise Information Services
Enterprise Information Services is the statewide technology and information management division of the Oregon Department of Administrative Services, responsible for overseeing and supporting IT infrastructure and services for Oregon’s government agencies.
-
D.
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.
-
E.
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.
- 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_69d8076aae28819092cf636190ee5529 |
completed | April 9, 2026, 8:09 p.m. |
| NER | Named-entity recognition | batch_69dbb0ad0a7c81909c7972187202db96 |
completed | April 12, 2026, 2:48 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f77f9cbc388190972e949324144d2f |
completed | May 3, 2026, 5:02 p.m. |
Created at: April 9, 2026, 9:50 p.m.