Triple
T12683948
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Longmeadow, Massachusetts |
E303016
|
entity |
| Predicate | hasEmergencyService |
P464
|
FINISHED |
| Object |
Longmeadow Fire Department
The Longmeadow Fire Department is the municipal agency responsible for fire protection, emergency medical services, and related public safety operations in Longmeadow, Massachusetts.
|
E997801
|
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: Longmeadow Fire Department | Statement: [Longmeadow, Massachusetts, hasEmergencyService, Longmeadow Fire Department]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Longmeadow Fire Department Context triple: [Longmeadow, Massachusetts, hasEmergencyService, Longmeadow Fire Department]
-
A.
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.
-
B.
Scituate Fire Department
The Scituate Fire Department is the municipal fire and emergency response agency serving the community of North Scituate.
-
C.
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.
-
D.
Mashpee Fire Department
The Mashpee Fire Department is the local fire and emergency response agency serving the town of Mashpee, Massachusetts, including the Mashpee Neck area.
-
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: Longmeadow Fire Department Triple: [Longmeadow, Massachusetts, hasEmergencyService, Longmeadow Fire Department]
Generated description
The Longmeadow Fire Department is the municipal agency responsible for fire protection, emergency medical services, and related public safety operations in Longmeadow, Massachusetts.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Longmeadow Fire Department Target entity description: The Longmeadow Fire Department is the municipal agency responsible for fire protection, emergency medical services, and related public safety operations in Longmeadow, Massachusetts.
-
A.
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.
-
B.
Scituate Fire Department
The Scituate Fire Department is the municipal fire and emergency response agency serving the community of North Scituate.
-
C.
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.
-
D.
Mashpee Fire Department
The Mashpee Fire Department is the local fire and emergency response agency serving the town of Mashpee, Massachusetts, including the Mashpee Neck area.
-
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_69d7bdee64a08190801c6d470aefd723 |
completed | April 9, 2026, 2:55 p.m. |
| NER | Named-entity recognition | batch_69d961d68358819095bdaab8adf1dcf0 |
completed | April 10, 2026, 8:47 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f671a733a48190b55d296573c86eaf |
completed | May 2, 2026, 9:50 p.m. |
| NEDg | Description generation | batch_69f67286f1b8819081db3da2f5c16daf |
completed | May 2, 2026, 9:54 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69f6732ea7408190a95f0a5f983dfdb7 |
completed | May 2, 2026, 9:57 p.m. |
Created at: April 9, 2026, 5:21 p.m.