Triple
T12977206
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Fairfield, New Jersey |
E321556
|
entity |
| Predicate | publicSafety |
P8728
|
FINISHED |
| Object |
Fairfield Fire Department
The Fairfield Fire Department is the municipal fire and emergency response agency serving the community of Fairfield, New Jersey.
|
E1012471
|
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: Fairfield Fire Department | Statement: [Fairfield, New Jersey, publicSafety, Fairfield Fire Department]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Fairfield Fire Department Context triple: [Fairfield, New Jersey, publicSafety, Fairfield Fire Department]
-
A.
Fairfield Volunteer Fire Department
The Fairfield Volunteer Fire Department is a community-based fire and emergency response organization serving the town of Fairfield, Vermont.
-
B.
Franklin Fire Department
The Franklin Fire Department is the municipal fire and emergency medical services agency serving the city of Franklin, Wisconsin.
-
C.
Greenfield Fire Department
The Greenfield Fire Department is the municipal fire and emergency services agency serving the city of Greenfield, Wisconsin.
-
D.
Fairview Fire Department
The Fairview Fire Department is the municipal fire and emergency response agency serving the town of Fairview, Texas.
-
E.
Fitchburg Fire Department
The Fitchburg Fire Department is a municipal fire and emergency services agency responsible for protecting the city of Fitchburg, Massachusetts and its surrounding neighborhoods.
- 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: Fairfield Fire Department Triple: [Fairfield, New Jersey, publicSafety, Fairfield Fire Department]
Generated description
The Fairfield Fire Department is the municipal fire and emergency response agency serving the community of Fairfield, New Jersey.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Fairfield Fire Department Target entity description: The Fairfield Fire Department is the municipal fire and emergency response agency serving the community of Fairfield, New Jersey.
-
A.
Fairfield Volunteer Fire Department
The Fairfield Volunteer Fire Department is a community-based fire and emergency response organization serving the town of Fairfield, Vermont.
-
B.
Franklin Fire Department
The Franklin Fire Department is the municipal fire and emergency medical services agency serving the city of Franklin, Wisconsin.
-
C.
Greenfield Fire Department
The Greenfield Fire Department is the municipal fire and emergency services agency serving the city of Greenfield, Wisconsin.
-
D.
Fairview Fire Department
The Fairview Fire Department is the municipal fire and emergency response agency serving the town of Fairview, Texas.
-
E.
Fitchburg Fire Department
The Fitchburg Fire Department is a municipal fire and emergency services agency responsible for protecting the city of Fitchburg, Massachusetts and its surrounding neighborhoods.
- 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_69d80763bd6c819094437da5b20b01d2 |
completed | April 9, 2026, 8:09 p.m. |
| NER | Named-entity recognition | batch_69d97e48c0208190bb7ec80780480b37 |
completed | April 10, 2026, 10:48 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f6b8f0315c8190aae5908ba65d5867 |
completed | May 3, 2026, 2:54 a.m. |
| NEDg | Description generation | batch_69f6b9dc31ec819093c89ff0a1ccbfa1 |
completed | May 3, 2026, 2:58 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69f6baacd7548190af5514923a0dee26 |
completed | May 3, 2026, 3:02 a.m. |
Created at: April 9, 2026, 8:38 p.m.