Triple
T22807199
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | City of Hesperia Planning Area |
E564568
|
entity |
| Predicate | planningAuthority |
P11585
|
FINISHED |
| Object |
City of Hesperia Planning Department
The City of Hesperia Planning Department is the municipal agency responsible for guiding land use, development, and long-range planning within the City of Hesperia.
|
E1555328
|
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: City of Hesperia Planning Department | Statement: [City of Hesperia Planning Area, planningAuthority, City of Hesperia Planning Department]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: City of Hesperia Planning Department Context triple: [City of Hesperia Planning Area, planningAuthority, City of Hesperia Planning Department]
-
A.
City of Hesperia Planning Area
The City of Hesperia Planning Area is the designated geographic region surrounding and including Hesperia, California, within which the city guides land use, development, and long-term urban planning.
-
B.
Alexandria Department of Planning and Zoning
The Alexandria Department of Planning and Zoning is the municipal agency responsible for guiding land use, development, and urban planning policy in the City of Alexandria.
-
C.
Greenfield Planning Department
The Greenfield Planning Department is a municipal agency responsible for guiding land use, development, and long-term community planning within the City of Greenfield.
-
D.
Atalissa city government
The Atalissa city government is the municipal authority responsible for local administration, services, and policymaking in the small city of Atalissa, Iowa.
-
E.
Calimesa City Council
Calimesa City Council is the elected municipal legislative body responsible for setting policies, passing local laws, and overseeing city governance in Calimesa, 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: City of Hesperia Planning Department Triple: [City of Hesperia Planning Area, planningAuthority, City of Hesperia Planning Department]
Generated description
The City of Hesperia Planning Department is the municipal agency responsible for guiding land use, development, and long-range planning within the City of Hesperia.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: City of Hesperia Planning Department Target entity description: The City of Hesperia Planning Department is the municipal agency responsible for guiding land use, development, and long-range planning within the City of Hesperia.
-
A.
City of Hesperia Planning Area
The City of Hesperia Planning Area is the designated geographic region surrounding and including Hesperia, California, within which the city guides land use, development, and long-term urban planning.
-
B.
Alexandria Department of Planning and Zoning
The Alexandria Department of Planning and Zoning is the municipal agency responsible for guiding land use, development, and urban planning policy in the City of Alexandria.
-
C.
Greenfield Planning Department
The Greenfield Planning Department is a municipal agency responsible for guiding land use, development, and long-term community planning within the City of Greenfield.
-
D.
Atalissa city government
The Atalissa city government is the municipal authority responsible for local administration, services, and policymaking in the small city of Atalissa, Iowa.
-
E.
Calimesa City Council
Calimesa City Council is the elected municipal legislative body responsible for setting policies, passing local laws, and overseeing city governance in Calimesa, 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_69e245823f4c8190ade442cdcc2c224a |
completed | April 17, 2026, 2:36 p.m. |
| NER | Named-entity recognition | batch_69f17d5d41dc819081912d9e29828bfb |
completed | April 29, 2026, 3:39 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a0b9e9dbb3881909f6fa69466bf3eff |
completed | May 18, 2026, 11:19 p.m. |
| NEDg | Description generation | batch_6a0ba0853f7c8190ad9c85a927c3d7ba |
completed | May 18, 2026, 11:28 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a0ba0fa26488190b2246d85b9b5a7b5 |
completed | May 18, 2026, 11:30 p.m. |
Created at: April 17, 2026, 3:32 p.m.