Triple
T2450578
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | West Liberty, Iowa |
E53692
|
entity |
| Predicate | hasEmergencyServices |
P464
|
FINISHED |
| Object |
West Liberty Fire Department
The West Liberty Fire Department is the local firefighting and emergency response agency serving the community of West Liberty, Iowa.
|
E269609
|
NE FINISHED |
How this triple was built (4 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: West Liberty Fire Department | Statement: [West Liberty, Iowa, hasEmergencyServices, West Liberty Fire Department]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: West Liberty Fire Department Context triple: [West Liberty, Iowa, hasEmergencyServices, West Liberty Fire Department]
-
A.
North Liberty Fire Department
The North Liberty Fire Department is the municipal fire and emergency response agency serving the community of North Liberty, Iowa.
-
B.
West Liberty Police Department
The West Liberty Police Department is the municipal law enforcement agency responsible for public safety and policing services in West Liberty, Iowa.
-
C.
North Liberty Police Department
The North Liberty Police Department is the municipal law enforcement agency responsible for public safety and policing services in North Liberty, Iowa.
-
D.
West Liberty Community School District
West Liberty Community School District is a public school district in Iowa that provides K–12 education to students in and around the city of West Liberty.
-
E.
Webster County Fire Department
The Webster County Fire Department is the primary firefighting and emergency response agency serving the residents and properties of Webster County, Georgia.
- 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: West Liberty Fire Department Triple: [West Liberty, Iowa, hasEmergencyServices, West Liberty Fire Department]
Generated description
The West Liberty Fire Department is the local firefighting and emergency response agency serving the community of West Liberty, Iowa.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: West Liberty Fire Department Target entity description: The West Liberty Fire Department is the local firefighting and emergency response agency serving the community of West Liberty, Iowa.
-
A.
North Liberty Fire Department
The North Liberty Fire Department is the municipal fire and emergency response agency serving the community of North Liberty, Iowa.
-
B.
West Liberty Police Department
The West Liberty Police Department is the municipal law enforcement agency responsible for public safety and policing services in West Liberty, Iowa.
-
C.
North Liberty Police Department
The North Liberty Police Department is the municipal law enforcement agency responsible for public safety and policing services in North Liberty, Iowa.
-
D.
West Liberty Community School District
West Liberty Community School District is a public school district in Iowa that provides K–12 education to students in and around the city of West Liberty.
-
E.
Webster County Fire Department
The Webster County Fire Department is the primary firefighting and emergency response agency serving the residents and properties of Webster County, Georgia.
- F. None of above. chosen
Provenance (5 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_69ab495d227c8190b26ae6548eeb1019 |
completed | March 6, 2026, 9:38 p.m. |
| NER | Named-entity recognition | batch_69abd0f402b48190b871b2475983af7e |
completed | March 7, 2026, 7:17 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69af17907f48819092f197ba14459b17 |
completed | March 9, 2026, 6:55 p.m. |
| NEDg | Description generation | batch_69af186a3c188190b6a118df214c82e1 |
completed | March 9, 2026, 6:58 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69af18fc1a0c8190aeb24f304cbba35b |
completed | March 9, 2026, 7:01 p.m. |
Created at: March 6, 2026, 9:43 p.m.