Triple
T2871601
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Blue Springs, Missouri |
E63574
|
entity |
| Predicate | hasPublicSafetyService |
P13246
|
FINISHED |
| Object |
Blue Springs Police Department
The Blue Springs Police Department is the municipal law enforcement agency responsible for maintaining public safety and enforcing laws within the city of Blue Springs, Missouri.
|
E305696
|
NE FINISHED |
How this triple was built (5 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: Blue Springs Police Department | Statement: [Blue Springs, Missouri, hasPublicSafetyService, Blue Springs Police Department]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Blue Springs Police Department Context triple: [Blue Springs, Missouri, hasPublicSafetyService, Blue Springs Police Department]
-
A.
Holly Springs Law Enforcement Center
Holly Springs Law Enforcement Center is the primary police and public safety headquarters serving the town of Holly Springs, North Carolina.
-
B.
Blue Springs, Missouri
Blue Springs, Missouri is a suburban city in the Kansas City metropolitan area known for its residential communities, parks, and recreational lake.
-
C.
Blue Springs Recreation Area
Blue Springs Recreation Area is a popular natural park in northwest Florida known for its clear spring-fed waters, swimming and paddling opportunities, and scenic outdoor recreation.
-
D.
Surprise Police Department
The Surprise Police Department is the municipal law enforcement agency responsible for maintaining public safety and enforcing laws in the city of Surprise, Arizona.
-
E.
Blue Springs State Park
Blue Springs State Park is a public recreation area in Alabama known for its clear, natural spring-fed swimming pools and outdoor activities such as camping, hiking, and picnicking.
- 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: Blue Springs Police Department Triple: [Blue Springs, Missouri, hasPublicSafetyService, Blue Springs Police Department]
Generated description
The Blue Springs Police Department is the municipal law enforcement agency responsible for maintaining public safety and enforcing laws within the city of Blue Springs, Missouri.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Blue Springs Police Department Target entity description: The Blue Springs Police Department is the municipal law enforcement agency responsible for maintaining public safety and enforcing laws within the city of Blue Springs, Missouri.
-
A.
Holly Springs Law Enforcement Center
Holly Springs Law Enforcement Center is the primary police and public safety headquarters serving the town of Holly Springs, North Carolina.
-
B.
Blue Springs, Missouri
Blue Springs, Missouri is a suburban city in the Kansas City metropolitan area known for its residential communities, parks, and recreational lake.
-
C.
Blue Springs Recreation Area
Blue Springs Recreation Area is a popular natural park in northwest Florida known for its clear spring-fed waters, swimming and paddling opportunities, and scenic outdoor recreation.
-
D.
Surprise Police Department
The Surprise Police Department is the municipal law enforcement agency responsible for maintaining public safety and enforcing laws in the city of Surprise, Arizona.
-
E.
Blue Springs State Park
Blue Springs State Park is a public recreation area in Alabama known for its clear, natural spring-fed swimming pools and outdoor activities such as camping, hiking, and picnicking.
- F. None of above. chosen
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: hasPublicSafetyService Context triple: [Blue Springs, Missouri, hasPublicSafetyService, Blue Springs Police Department]
-
A.
hasEmergencyServices
Indicates that the subject provides or is equipped with emergency response services (such as police, fire, or medical assistance).
-
B.
hasMunicipalService
Indicates that a municipality provides or is responsible for a specific public service to a given area, facility, or population.
-
C.
publicSafetyAgencyType
Indicates the specific category or kind of public safety agency associated with an entity (e.g., police, fire, emergency medical services).
-
D.
hasPoliceDepartment
chosen
Indicates that an entity possesses, is served by, or is administratively associated with a police department.
-
E.
hasServiceTo
Indicates that one entity provides, offers, or operates a service for or directed toward another entity.
- F. None of above.
Provenance (6 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_69ab4c42fb8c8190b36e161d47c03b81 |
completed | March 6, 2026, 9:50 p.m. |
| NER | Named-entity recognition | batch_69abdfe46a1c819084399a191f0dfe9c |
completed | March 7, 2026, 8:20 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b01db01d348190945ab982ce5c5b2d |
completed | March 10, 2026, 1:33 p.m. |
| NEDg | Description generation | batch_69b0201470cc81909188573c3749dffb |
completed | March 10, 2026, 1:43 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69b020aa00888190a683a621f1e1a107 |
completed | March 10, 2026, 1:46 p.m. |
| PD | Predicate disambiguation | batch_69abdd142e4c8190b424cb0c5ff40d04 |
completed | March 7, 2026, 8:08 a.m. |
Created at: March 6, 2026, 10:02 p.m.