Triple
T511927
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | U.S. General Services Administration |
E10627
|
entity |
| Predicate | hasPart |
P35
|
FINISHED |
| Object |
Technology Transformation Services
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.
|
E63719
|
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: Technology Transformation Services | Statement: [U.S. General Services Administration, hasPart, Technology Transformation Services]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Technology Transformation Services Context triple: [U.S. General Services Administration, hasPart, Technology Transformation Services]
-
A.
Technology Advancement Program
The Technology Advancement Program is an environmental innovation initiative by the Port of Long Beach that funds and tests emerging technologies to reduce air emissions and improve sustainability in port operations.
-
B.
Directorate of Digital Innovation
The Directorate of Digital Innovation is a branch of the CIA responsible for advancing and integrating cutting-edge digital, cyber, and data capabilities into U.S. intelligence operations.
-
C.
ICT
ICT is the vehicle registration code used for motor vehicles registered in Islamabad, the capital city of Pakistan.
-
D.
Service Broker
Service Broker is a SQL Server feature that provides native support for reliable, asynchronous messaging and queuing within database applications.
-
E.
Information Technology Bureau
The Information Technology Bureau is the New York City Police Department division responsible for developing, managing, and securing the department’s technology, communications, and data systems.
- 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: Technology Transformation Services Triple: [U.S. General Services Administration, hasPart, Technology Transformation Services]
Generated description
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.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Technology Transformation Services Target entity description: 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.
-
A.
Technology Advancement Program
The Technology Advancement Program is an environmental innovation initiative by the Port of Long Beach that funds and tests emerging technologies to reduce air emissions and improve sustainability in port operations.
-
B.
Directorate of Digital Innovation
The Directorate of Digital Innovation is a branch of the CIA responsible for advancing and integrating cutting-edge digital, cyber, and data capabilities into U.S. intelligence operations.
-
C.
ICT
ICT is the vehicle registration code used for motor vehicles registered in Islamabad, the capital city of Pakistan.
-
D.
Service Broker
Service Broker is a SQL Server feature that provides native support for reliable, asynchronous messaging and queuing within database applications.
-
E.
Information Technology Bureau
The Information Technology Bureau is the New York City Police Department division responsible for developing, managing, and securing the department’s technology, communications, and data systems.
- 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_69a2e84a0d08819087e01863fcd9abf1 |
completed | Feb. 28, 2026, 1:06 p.m. |
| NER | Named-entity recognition | batch_69a2f16768c081909d05537ff070868b |
completed | Feb. 28, 2026, 1:45 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69a49ebe662c8190acdbb8857283f7d1 |
completed | March 1, 2026, 8:17 p.m. |
| NEDg | Description generation | batch_69a49fcbcae88190acc3e9d61658beba |
completed | March 1, 2026, 8:21 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69a4a047b8548190ac9ba95983b06036 |
completed | March 1, 2026, 8:23 p.m. |
Created at: Feb. 28, 2026, 1:12 p.m.