Triple
T2038294
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | North Liberty, Iowa |
E44682
|
entity |
| Predicate | hasEmergencyServices |
P464
|
FINISHED |
| Object |
North Liberty Fire Department
The North Liberty Fire Department is the municipal fire and emergency response agency serving the community of North Liberty, Iowa.
|
E229900
|
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: North Liberty Fire Department | Statement: [North Liberty, Iowa, hasEmergencyServices, North Liberty Fire Department]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: North Liberty Fire Department Context triple: [North Liberty, Iowa, hasEmergencyServices, North Liberty Fire Department]
-
A.
Alabaster Fire Department
The Alabaster Fire Department is the municipal emergency response agency providing fire protection, rescue services, and related public safety support to the city of Alabaster, Alabama.
-
B.
Newton Fire Department
Newton Fire Department is the municipal fire and emergency response agency serving the city of Newton, Massachusetts, including the Thompsonville neighborhood.
-
C.
Milton Fire Department
The Milton Fire Department is the municipal fire and emergency response agency serving the town of Milton, Massachusetts.
-
D.
Lynnfield Fire Department
The Lynnfield Fire Department is the municipal emergency services agency responsible for fire protection, rescue operations, and related public safety services in the town of Lynnfield, Massachusetts.
-
E.
Peabody Fire Department
The Peabody Fire Department is the municipal emergency response agency responsible for fire suppression, rescue services, and related public safety operations in the city of Peabody.
- 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: North Liberty Fire Department Triple: [North Liberty, Iowa, hasEmergencyServices, North Liberty Fire Department]
Generated description
The North Liberty Fire Department is the municipal fire and emergency response agency serving the community of North Liberty, Iowa.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: North Liberty Fire Department Target entity description: The North Liberty Fire Department is the municipal fire and emergency response agency serving the community of North Liberty, Iowa.
-
A.
Alabaster Fire Department
The Alabaster Fire Department is the municipal emergency response agency providing fire protection, rescue services, and related public safety support to the city of Alabaster, Alabama.
-
B.
Newton Fire Department
Newton Fire Department is the municipal fire and emergency response agency serving the city of Newton, Massachusetts, including the Thompsonville neighborhood.
-
C.
Milton Fire Department
The Milton Fire Department is the municipal fire and emergency response agency serving the town of Milton, Massachusetts.
-
D.
Lynnfield Fire Department
The Lynnfield Fire Department is the municipal emergency services agency responsible for fire protection, rescue operations, and related public safety services in the town of Lynnfield, Massachusetts.
-
E.
Peabody Fire Department
The Peabody Fire Department is the municipal emergency response agency responsible for fire suppression, rescue services, and related public safety operations in the city of Peabody.
- 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_69a889159ec481908f9e4472d9f480c7 |
completed | March 4, 2026, 7:33 p.m. |
| NER | Named-entity recognition | batch_69abb951870481909dbdd8fc8b0c02fe |
completed | March 7, 2026, 5:36 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ae1ff63de081908795a95c998dd9ac |
completed | March 9, 2026, 1:18 a.m. |
| NEDg | Description generation | batch_69ae20a6ce14819098007416d6377f2e |
completed | March 9, 2026, 1:21 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69ae2130ba448190b91f590a348ebf88 |
completed | March 9, 2026, 1:24 a.m. |
Created at: March 4, 2026, 7:39 p.m.