Triple
T22807200
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | City of Hesperia Planning Area |
E564568
|
entity |
| Predicate | planningAuthority |
P11585
|
FINISHED |
| Object | City of Hesperia Community Development Department |
—
|
NE NERFINISHED |
How this triple was built (2 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 Community Development Department | Statement: [City of Hesperia Planning Area, planningAuthority, City of Hesperia Community Development Department]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: City of Hesperia Community Development Department Context triple: [City of Hesperia Planning Area, planningAuthority, City of Hesperia Community Development Department]
-
A.
City of Hesperia Planning Department
chosen
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.
-
B.
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.
-
C.
Hesperia City Council
Hesperia City Council is the elected governing body responsible for setting policy, approving development, and overseeing municipal affairs in the City of Hesperia, California.
-
D.
San Pedro Community Plan Area
The San Pedro Community Plan Area is a designated planning district within the City of Los Angeles that guides land use, development, and community improvements for the San Pedro neighborhood and its surroundings.
-
E.
City of La Mesa
The City of La Mesa is the municipal government responsible for administering public services, local policies, and community programs for the city of La Mesa, California.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (2 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. |
Created at: April 17, 2026, 3:32 p.m.