Triple
T22807225
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | City of Hesperia Planning Area |
E564568
|
entity |
| Predicate | planningToolFor |
P99834
|
FINISHED |
| Object | coordinating development with neighboring jurisdictions |
—
|
LITERAL FINISHED |
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: coordinating development with neighboring jurisdictions | Statement: [City of Hesperia Planning Area, planningToolFor, coordinating development with neighboring jurisdictions]
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: planningToolFor Context triple: [City of Hesperia Planning Area, planningToolFor, coordinating development with neighboring jurisdictions]
-
A.
planningSkill
Indicates the degree to which an entity is capable of effectively organizing, sequencing, and coordinating actions or resources to achieve goals.
-
B.
managementPlanningTool
chosen
Indicates that an entity is a tool or system used to support, organize, or execute management planning activities for another entity or process.
-
C.
planner
Indicates that an entity is responsible for organizing, scheduling, or coordinating activities, tasks, or resources.
-
D.
planningSupport
Indicates that one entity provides assistance, resources, or guidance to another in the process of planning or preparing for something.
-
E.
planningChallenge
Indicates a situation where creating, organizing, or coordinating a plan is difficult or problematic for the involved entities.
- F. None of above.
Provenance (3 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. |
| PD | Predicate disambiguation | batch_69eed2cb30f481909566369f515f6eff |
completed | April 27, 2026, 3:06 a.m. |
Created at: April 17, 2026, 3:32 p.m.