Triple
T9626482
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Government of the City of Oakland |
E232477
|
entity |
| Predicate | hasPart |
P35
|
FINISHED |
| Object |
Oakland Housing and Community Development Department
The Oakland Housing and Community Development Department is a municipal agency responsible for planning, funding, and implementing programs to expand and preserve affordable housing and support community development in Oakland, California.
|
E809883
|
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: Oakland Housing and Community Development Department | Statement: [Government of the City of Oakland, hasPart, Oakland Housing and Community Development Department]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Oakland Housing and Community Development Department Context triple: [Government of the City of Oakland, hasPart, Oakland Housing and Community Development Department]
-
A.
Government of the City of Oakland
The Government of the City of Oakland is the municipal administration responsible for providing local services, enforcing city laws, and overseeing public policy and development within Oakland, California.
-
B.
Historic Oakland Foundation
Historic Oakland Foundation is a nonprofit organization dedicated to preserving, restoring, and promoting Atlanta’s historic Oakland Cemetery as a cultural, historical, and educational resource.
-
C.
California Department of Housing and Community Development
The California Department of Housing and Community Development is a state agency responsible for promoting affordable housing, overseeing housing policy, and supporting community development initiatives across California.
-
D.
Portland Housing Bureau
The Portland Housing Bureau is the City of Portland’s municipal agency responsible for developing and implementing housing policy, affordable housing programs, and homelessness prevention initiatives.
-
E.
Oakland City Council
The Oakland City Council is the elected legislative body that sets policy, passes laws, and oversees the budget for the city of Oakland, California.
- 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: Oakland Housing and Community Development Department Triple: [Government of the City of Oakland, hasPart, Oakland Housing and Community Development Department]
Generated description
The Oakland Housing and Community Development Department is a municipal agency responsible for planning, funding, and implementing programs to expand and preserve affordable housing and support community development in Oakland, California.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Oakland Housing and Community Development Department Target entity description: The Oakland Housing and Community Development Department is a municipal agency responsible for planning, funding, and implementing programs to expand and preserve affordable housing and support community development in Oakland, California.
-
A.
Government of the City of Oakland
The Government of the City of Oakland is the municipal administration responsible for providing local services, enforcing city laws, and overseeing public policy and development within Oakland, California.
-
B.
Historic Oakland Foundation
Historic Oakland Foundation is a nonprofit organization dedicated to preserving, restoring, and promoting Atlanta’s historic Oakland Cemetery as a cultural, historical, and educational resource.
-
C.
California Department of Housing and Community Development
The California Department of Housing and Community Development is a state agency responsible for promoting affordable housing, overseeing housing policy, and supporting community development initiatives across California.
-
D.
Portland Housing Bureau
The Portland Housing Bureau is the City of Portland’s municipal agency responsible for developing and implementing housing policy, affordable housing programs, and homelessness prevention initiatives.
-
E.
Oakland City Council
The Oakland City Council is the elected legislative body that sets policy, passes laws, and oversees the budget for the city of Oakland, California.
- 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_69ca848793ec8190a93a12383a754dc0 |
completed | March 30, 2026, 2:11 p.m. |
| NER | Named-entity recognition | batch_69cd9afc9144819084b208c3d04174ba |
completed | April 1, 2026, 10:23 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d1798129dc819090a29efcbcf34b8e |
completed | April 4, 2026, 8:50 p.m. |
| NEDg | Description generation | batch_69d17a48fa188190af50e4a1b9f1653b |
completed | April 4, 2026, 8:53 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69d17ac217188190921d08f8aa7ca833 |
completed | April 4, 2026, 8:55 p.m. |
Created at: March 30, 2026, 8:10 p.m.