Triple
T11986191
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Michael Barber |
E285285
|
entity |
| Predicate | instanceOf |
P0
|
FINISHED |
| Object | government adviser |
C25589
|
CONCEPT FINISHED |
How this triple was built (1 step)
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.
CD
Concept disambiguation
gpt-5-mini-2025-08-07
Target class: government adviser Context triple: [Michael Barber, instanceOf, government adviser]
-
A.
political advisor
A political advisor is a professional who provides strategic guidance, policy analysis, and communication counsel to politicians or political organizations to help shape decisions, campaigns, and public messaging.
-
B.
policy expert
A policy expert is a professional who analyzes, develops, and advises on public or organizational policies using specialized knowledge, research, and stakeholder insights to inform effective decision-making.
-
C.
government affairs professional
chosen
A government affairs professional is a specialist who manages and influences relationships between an organization and government entities by monitoring policy developments, advocating for the organization’s interests, and facilitating compliance with relevant laws and regulations.
-
D.
political aide
A political aide is a trusted assistant who supports elected officials or candidates by conducting research, managing communications, coordinating schedules, and helping to develop and implement policy and campaign strategies.
-
E.
science policy advisor
A science policy advisor analyzes scientific evidence and trends to inform, develop, and recommend policies that effectively address societal, technological, and environmental challenges.
- F. None of above.
Provenance (1 batch)
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_69d6ab44a77c8190a652f4b27164e4ef |
completed | April 8, 2026, 7:23 p.m. |
Created at: April 8, 2026, 9:46 p.m.