Triple
T10610402
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Town of Apex government |
E275989
|
entity |
| Predicate | hasDivision |
P35
|
FINISHED |
| Object |
Planning and Community Development Department of Apex
The Planning and Community Development Department of Apex is the municipal agency responsible for guiding land use, growth, and community planning initiatives within the Town of Apex.
|
E874326
|
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: Planning and Community Development Department of Apex | Statement: [Town of Apex government, hasDivision, Planning and Community Development Department of Apex]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Planning and Community Development Department of Apex Context triple: [Town of Apex government, hasDivision, Planning and Community Development Department of Apex]
-
A.
Apex Town Council
Apex Town Council is the elected governing body responsible for setting policy, passing local ordinances, and overseeing municipal services for the town of Apex, North Carolina.
-
B.
Office of Community Planning and Development
The Office of Community Planning and Development is a division of the U.S. Department of Housing and Urban Development that administers federal programs supporting affordable housing, community development, and services for vulnerable populations.
-
C.
Department of Community Planning, Housing and Development
The Department of Community Planning, Housing and Development is an Arlington County government agency responsible for guiding land use, urban planning, housing policy, and development review to shape the county’s built environment and community growth.
-
D.
Town of Apex Parks, Recreation and Cultural Resources Department
The Town of Apex Parks, Recreation and Cultural Resources Department is the municipal agency responsible for managing parks, recreational programs, and cultural activities in Apex, North Carolina.
-
E.
Town of Apex government
The Town of Apex government is the municipal authority of Apex, North Carolina, responsible for local administration, public services, and community development.
- 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: Planning and Community Development Department of Apex Triple: [Town of Apex government, hasDivision, Planning and Community Development Department of Apex]
Generated description
The Planning and Community Development Department of Apex is the municipal agency responsible for guiding land use, growth, and community planning initiatives within the Town of Apex.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Planning and Community Development Department of Apex Target entity description: The Planning and Community Development Department of Apex is the municipal agency responsible for guiding land use, growth, and community planning initiatives within the Town of Apex.
-
A.
Apex Town Council
Apex Town Council is the elected governing body responsible for setting policy, passing local ordinances, and overseeing municipal services for the town of Apex, North Carolina.
-
B.
Office of Community Planning and Development
The Office of Community Planning and Development is a division of the U.S. Department of Housing and Urban Development that administers federal programs supporting affordable housing, community development, and services for vulnerable populations.
-
C.
Department of Community Planning, Housing and Development
The Department of Community Planning, Housing and Development is an Arlington County government agency responsible for guiding land use, urban planning, housing policy, and development review to shape the county’s built environment and community growth.
-
D.
Town of Apex Parks, Recreation and Cultural Resources Department
The Town of Apex Parks, Recreation and Cultural Resources Department is the municipal agency responsible for managing parks, recreational programs, and cultural activities in Apex, North Carolina.
-
E.
Town of Apex government
The Town of Apex government is the municipal authority of Apex, North Carolina, responsible for local administration, public services, and community development.
- 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_69d6aaf948d88190806cc3a8c47a3fb2 |
completed | April 8, 2026, 7:22 p.m. |
| NER | Named-entity recognition | batch_69d6df59468881909b0c67d3f08c4b76 |
completed | April 8, 2026, 11:06 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d95ebe539881908aeff1cd65cf925f |
completed | April 10, 2026, 8:34 p.m. |
| NEDg | Description generation | batch_69d95f81955c8190b629d57a034a4b76 |
completed | April 10, 2026, 8:37 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69d961047a78819088094e02c0b99f60 |
completed | April 10, 2026, 8:43 p.m. |
Created at: April 8, 2026, 7:32 p.m.