Triple
T20091965
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Milford, Massachusetts |
E496292
|
entity |
| Predicate | hasFireDepartment |
P464
|
FINISHED |
| Object |
Milford Fire Department
The Milford Fire Department is the municipal fire and emergency services agency responsible for fire protection, rescue operations, and related public safety services in Milford, Massachusetts.
|
E1412253
|
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: Milford Fire Department | Statement: [Milford, Massachusetts, hasFireDepartment, Milford Fire Department]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Milford Fire Department Context triple: [Milford, Massachusetts, hasFireDepartment, Milford Fire Department]
-
A.
Milton Fire Department
The Milton Fire Department is the municipal fire and emergency response agency serving the town of Milton, Massachusetts.
-
B.
Milton Fire Department
The Milton Fire Department is the municipal fire and emergency response agency serving the town of Milton, Vermont.
-
C.
Milltown Fire Department
The Milltown Fire Department is the municipal fire and emergency response agency serving the community of Milltown, New Jersey.
-
D.
Milford Police Department
The Milford Police Department is the municipal law enforcement agency responsible for public safety and crime prevention in Milford, Massachusetts.
-
E.
Midfield Fire Department
Midfield Fire Department is the municipal fire and emergency response agency serving the community of Midfield, Alabama.
- 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: Milford Fire Department Triple: [Milford, Massachusetts, hasFireDepartment, Milford Fire Department]
Generated description
The Milford Fire Department is the municipal fire and emergency services agency responsible for fire protection, rescue operations, and related public safety services in Milford, Massachusetts.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Milford Fire Department Target entity description: The Milford Fire Department is the municipal fire and emergency services agency responsible for fire protection, rescue operations, and related public safety services in Milford, Massachusetts.
-
A.
Milton Fire Department
The Milton Fire Department is the municipal fire and emergency response agency serving the town of Milton, Massachusetts.
-
B.
Milton Fire Department
The Milton Fire Department is the municipal fire and emergency response agency serving the town of Milton, Vermont.
-
C.
Milltown Fire Department
The Milltown Fire Department is the municipal fire and emergency response agency serving the community of Milltown, New Jersey.
-
D.
Midfield Fire Department
Midfield Fire Department is the municipal fire and emergency response agency serving the community of Midfield, Alabama.
-
E.
Milford Police Department
The Milford Police Department is the municipal law enforcement agency responsible for public safety and crime prevention in Milford, 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_69da626eee3881909f3454986d4a6511 |
completed | April 11, 2026, 3:02 p.m. |
| NER | Named-entity recognition | batch_69e6655edde08190a3f950e7f0c7cf9c |
completed | April 20, 2026, 5:41 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a082707c7908190a3889541ea8a650b |
completed | May 16, 2026, 8:12 a.m. |
| NEDg | Description generation | batch_6a08285238908190b7e6e53792586cc5 |
completed | May 16, 2026, 8:18 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a08290a0574819093eae877eb2e0495 |
completed | May 16, 2026, 8:21 a.m. |
Created at: April 11, 2026, 11:22 p.m.