Triple
T9411422
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | EOPSS |
E226715
|
entity |
| Predicate | overseesAgency |
P760
|
FINISHED |
| Object |
Massachusetts Department of Fire Services
The Massachusetts Department of Fire Services is a state agency that provides training, education, prevention programs, and specialized support to fire departments and emergency responders across Massachusetts.
|
E798035
|
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: Massachusetts Department of Fire Services | Statement: [EOPSS, overseesAgency, Massachusetts Department of Fire Services]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Massachusetts Department of Fire Services Context triple: [EOPSS, overseesAgency, Massachusetts Department of Fire Services]
-
A.
Quincy Fire Department
The Quincy Fire Department is the municipal fire and emergency response agency serving the city of Quincy, Massachusetts, including neighborhoods such as Houghs Neck.
-
B.
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.
-
C.
Brockton Fire Department
The Brockton Fire Department is the municipal agency responsible for fire suppression, emergency medical services, and rescue operations in the city of Brockton, Massachusetts.
-
D.
Hartford Fire Department
The Hartford Fire Department is the municipal agency responsible for fire protection, emergency response, and related public safety services in Hartford, Connecticut.
-
E.
Sherborn Fire Department
The Sherborn Fire Department is the municipal agency responsible for providing fire protection, emergency medical services, and related public safety functions to the town of Sherborn, Massachusetts.
- 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: Massachusetts Department of Fire Services Triple: [EOPSS, overseesAgency, Massachusetts Department of Fire Services]
Generated description
The Massachusetts Department of Fire Services is a state agency that provides training, education, prevention programs, and specialized support to fire departments and emergency responders across Massachusetts.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Massachusetts Department of Fire Services Target entity description: The Massachusetts Department of Fire Services is a state agency that provides training, education, prevention programs, and specialized support to fire departments and emergency responders across Massachusetts.
-
A.
Quincy Fire Department
The Quincy Fire Department is the municipal fire and emergency response agency serving the city of Quincy, Massachusetts, including neighborhoods such as Houghs Neck.
-
B.
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.
-
C.
Brockton Fire Department
The Brockton Fire Department is the municipal agency responsible for fire suppression, emergency medical services, and rescue operations in the city of Brockton, Massachusetts.
-
D.
Hartford Fire Department
The Hartford Fire Department is the municipal agency responsible for fire protection, emergency response, and related public safety services in Hartford, Connecticut.
-
E.
Sherborn Fire Department
The Sherborn Fire Department is the municipal agency responsible for providing fire protection, emergency medical services, and related public safety functions to the town of Sherborn, Massachusetts.
- 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_69ca843280488190bc65600e843ef9e6 |
completed | March 30, 2026, 2:09 p.m. |
| NER | Named-entity recognition | batch_69cd525785d48190a76c9940712e093a |
completed | April 1, 2026, 5:13 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d107ab67808190a9184c0e8c2e727f |
completed | April 4, 2026, 12:44 p.m. |
| NEDg | Description generation | batch_69d1083039948190b32f8854b31f53c2 |
completed | April 4, 2026, 12:46 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69d108dbc1948190967c56ad877659cb |
completed | April 4, 2026, 12:49 p.m. |
Created at: March 30, 2026, 7:47 p.m.