Triple
T4732515
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Cherokee County, Iowa |
E105043
|
entity |
| Predicate | hasEmergencyServicesCenter |
P9116
|
FINISHED |
| Object | Cherokee, Iowa |
E317606
|
NE FINISHED |
How this triple was built (3 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: Cherokee, Iowa | Statement: [Cherokee County, Iowa, hasEmergencyServicesCenter, Cherokee, Iowa]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Cherokee, Iowa Context triple: [Cherokee County, Iowa, hasEmergencyServicesCenter, Cherokee, Iowa]
-
A.
Cherokee, Iowa
chosen
Cherokee, Iowa is a small city in the northwestern part of the state known for its historic downtown and role as a local agricultural and cultural center.
-
B.
Osage, Iowa
Osage, Iowa is a small city in northern Iowa known as the administrative and commercial hub of Mitchell County.
-
C.
Charlotte, Iowa
Charlotte, Iowa is a small rural city in eastern Iowa known for its close-knit community and agricultural surroundings.
-
D.
Shenandoah, Iowa
Shenandoah, Iowa is a small city in southwestern Iowa known historically as a regional agricultural and broadcasting center.
-
E.
Cherokee, Kansas
Cherokee, Kansas is a small rural city located in southeastern Kansas within Crawford County.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: hasEmergencyServicesCenter Context triple: [Cherokee County, Iowa, hasEmergencyServicesCenter, Cherokee, Iowa]
-
A.
hasEmergencyServices
Indicates that the subject provides or is equipped with emergency response services (such as police, fire, or medical assistance).
-
B.
hasServiceCenter
Indicates that an entity maintains or is associated with a service center that provides support, repair, or maintenance services.
-
C.
hasTraumaCenter
Indicates that an entity (such as a hospital or facility) includes or is equipped with a designated trauma center capable of providing specialized emergency care for severe injuries.
-
D.
emergencyOffice
chosen
Indicates that an office or location serves as an emergency contact point or coordination center for urgent or crisis situations.
-
E.
hasEmergencyManagementAgency
Indicates that an entity is associated with or served by a specific emergency management agency responsible for planning, coordinating, or responding to emergencies.
- F. None of above.
Provenance (4 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_69bd43ee52048190b81a4f066534ffb3 |
completed | March 20, 2026, 12:56 p.m. |
| NER | Named-entity recognition | batch_69bd64647c788190b7aa908c42ac11cf |
completed | March 20, 2026, 3:14 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69be3a0fc0b88190a1eb07f6fb021b86 |
completed | March 21, 2026, 6:26 a.m. |
| PD | Predicate disambiguation | batch_69bd6221c3b881908604f35f8de6f16b |
completed | March 20, 2026, 3:05 p.m. |
Created at: March 20, 2026, 1:19 p.m.