Triple
T4456622
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Karns |
E97741
|
entity |
| Predicate | hasVolunteerFireDepartment |
P44903
|
FINISHED |
| Object |
Karns Fire Department
Karns Fire Department is a volunteer-based fire and emergency services organization serving the Karns community and surrounding areas.
|
E442239
|
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: Karns Fire Department | Statement: [Karns, hasVolunteerFireDepartment, Karns Fire Department]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Karns Fire Department Context triple: [Karns, hasVolunteerFireDepartment, Karns Fire Department]
-
A.
Sanger Fire Department
The Sanger Fire Department is the municipal emergency services agency responsible for fire protection, rescue, and related public safety services in Sanger, Texas.
-
B.
Fairburn Fire Department
The Fairburn Fire Department is the municipal fire and emergency services agency serving the city of Fairburn, Georgia.
-
C.
Johnston Fire Department
The Johnston Fire Department is the municipal fire and emergency services agency serving the town of Johnston, Rhode Island.
-
D.
Bourne Fire Department
The Bourne Fire Department is the municipal fire and emergency services agency responsible for protecting lives and property in the Town of Bourne, Massachusetts.
-
E.
Vails Gate Fire Department
Vails Gate Fire Department is a local fire and emergency services agency serving the community of Vails Gate, New York.
- 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: Karns Fire Department Triple: [Karns, hasVolunteerFireDepartment, Karns Fire Department]
Generated description
Karns Fire Department is a volunteer-based fire and emergency services organization serving the Karns community and surrounding areas.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Karns Fire Department Target entity description: Karns Fire Department is a volunteer-based fire and emergency services organization serving the Karns community and surrounding areas.
-
A.
Sanger Fire Department
The Sanger Fire Department is the municipal emergency services agency responsible for fire protection, rescue, and related public safety services in Sanger, Texas.
-
B.
Fairburn Fire Department
The Fairburn Fire Department is the municipal fire and emergency services agency serving the city of Fairburn, Georgia.
-
C.
Johnston Fire Department
The Johnston Fire Department is the municipal fire and emergency services agency serving the town of Johnston, Rhode Island.
-
D.
Bourne Fire Department
The Bourne Fire Department is the municipal fire and emergency services agency responsible for protecting lives and property in the Town of Bourne, Massachusetts.
-
E.
Vails Gate Fire Department
Vails Gate Fire Department is a local fire and emergency services agency serving the community of Vails Gate, New York.
- F. None of above. chosen
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: hasVolunteerFireDepartment Context triple: [Karns, hasVolunteerFireDepartment, Karns Fire Department]
-
A.
hasFireStation
chosen
Indicates that a location or area contains or is served by a fire station.
-
B.
hasVolunteerRescueSquad
Indicates that an entity is served or supported by a volunteer-based rescue or emergency response squad.
-
C.
fireRescue
Indicates a relationship where one entity performs or is responsible for rescuing people or property from fires or fire-related emergencies involving another entity.
-
D.
hasEmergencyManagementAgency
Indicates that an entity is associated with or served by a specific emergency management agency responsible for planning, coordinating, or responding to emergencies.
-
E.
hasVolunteerBase
Indicates that an entity maintains or relies on a group of volunteers as a foundational support resource.
- 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_69b3454777808190b78aa9047ba1f018 |
completed | March 12, 2026, 10:59 p.m. |
| NER | Named-entity recognition | batch_69b356434e9481908f883c09e0908f6b |
completed | March 13, 2026, 12:11 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b6282743e08190a2c84f3b80c6d260 |
completed | March 15, 2026, 3:31 a.m. |
| NEDg | Description generation | batch_69b62af29d3c81908cb82d142c2a55a4 |
completed | March 15, 2026, 3:43 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69b62ba4d6c88190b4eaacd09a0b2b66 |
completed | March 15, 2026, 3:46 a.m. |
| PD | Predicate disambiguation | batch_69b34f649df081909d3cc2f6a1b8f282 |
completed | March 12, 2026, 11:42 p.m. |
Created at: March 12, 2026, 11:33 p.m.