Triple
T34507038
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Robert Taylor |
E885916
|
entity |
| Predicate | instanceOf |
P0
|
FINISHED |
| Object | housing advocate |
C45779
|
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: housing advocate Context triple: [Robert Taylor, instanceOf, housing advocate]
-
A.
public housing advocate
chosen
A public housing advocate is an individual who works to promote, protect, and expand access to safe, affordable, and equitable housing for low-income and marginalized communities through policy change, community organizing, and public education.
-
B.
housing agency
A housing agency is an organization that helps people find, secure, and maintain suitable housing by providing listings, guidance, and related support services.
-
C.
housing reform movement
The housing reform movement is a social and political effort aimed at improving living conditions, affordability, and access to safe, adequate housing through changes in laws, policies, and urban planning practices.
-
D.
housing ministry
The housing ministry is a government department responsible for planning, regulating, and implementing policies and programs related to housing development, affordability, and urban living conditions.
-
E.
housing policy research center
A housing policy research center is an organization that conducts systematic analysis and evaluation of housing markets, programs, and regulations to inform evidence-based policy decisions and improve housing outcomes.
- 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_69f349cc0220819081f154c6964f4dc2 |
completed | April 30, 2026, 12:23 p.m. |
Created at: May 1, 2026, 2:01 a.m.