Triple
T10242183
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Highland Park, Michigan |
E243619
|
entity |
| Predicate | hasPublicService |
P6352
|
FINISHED |
| Object |
Highland Park Fire Department
The Highland Park Fire Department is the municipal agency responsible for providing fire protection, emergency medical response, and related public safety services to the city of Highland Park, Michigan.
|
E852984
|
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: Highland Park Fire Department | Statement: [Highland Park, Michigan, hasPublicService, Highland Park Fire Department]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Highland Park Fire Department Context triple: [Highland Park, Michigan, hasPublicService, Highland Park Fire Department]
-
A.
Oak Point Fire Department
Oak Point Fire Department is the municipal fire and emergency services agency responsible for protecting lives and property in the Town of Oak Point, Texas.
-
B.
Edina Fire Department
The Edina Fire Department is the municipal agency responsible for fire protection, emergency medical response, and related public safety services in the city of Edina, Minnesota.
-
C.
Apex Fire Department
The Apex Fire Department is the municipal fire and emergency services agency responsible for fire protection, rescue, and related public safety services in the town of Apex, North Carolina.
-
D.
Westwood Fire Department
The Westwood Fire Department is the municipal agency responsible for fire protection, emergency medical services, and related public safety operations in Westwood, Massachusetts.
-
E.
Hoffman Estates Fire Department
The Hoffman Estates Fire Department is the municipal agency responsible for providing fire protection, emergency medical services, and rescue operations for the village of Hoffman Estates, Illinois.
- 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: Highland Park Fire Department Triple: [Highland Park, Michigan, hasPublicService, Highland Park Fire Department]
Generated description
The Highland Park Fire Department is the municipal agency responsible for providing fire protection, emergency medical response, and related public safety services to the city of Highland Park, Michigan.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Highland Park Fire Department Target entity description: The Highland Park Fire Department is the municipal agency responsible for providing fire protection, emergency medical response, and related public safety services to the city of Highland Park, Michigan.
-
A.
Oak Point Fire Department
Oak Point Fire Department is the municipal fire and emergency services agency responsible for protecting lives and property in the Town of Oak Point, Texas.
-
B.
Edina Fire Department
The Edina Fire Department is the municipal agency responsible for fire protection, emergency medical response, and related public safety services in the city of Edina, Minnesota.
-
C.
Apex Fire Department
The Apex Fire Department is the municipal fire and emergency services agency responsible for fire protection, rescue, and related public safety services in the town of Apex, North Carolina.
-
D.
Westwood Fire Department
The Westwood Fire Department is the municipal agency responsible for fire protection, emergency medical services, and related public safety operations in Westwood, Massachusetts.
-
E.
Hoffman Estates Fire Department
The Hoffman Estates Fire Department is the municipal agency responsible for providing fire protection, emergency medical services, and rescue operations for the village of Hoffman Estates, Illinois.
- 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_69d381b0f97c819085c9b45799a5fb7c |
completed | April 6, 2026, 9:49 a.m. |
| NER | Named-entity recognition | batch_69d4d229c1ac8190a86e911aea47a56d |
completed | April 7, 2026, 9:45 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d6f78a6efc819091f8303a6cfe4c8b |
completed | April 9, 2026, 12:49 a.m. |
| NEDg | Description generation | batch_69d6fcaa16788190a4c7ef79a78febc6 |
completed | April 9, 2026, 1:11 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69d6fd6d705c81908e469068937a79b3 |
completed | April 9, 2026, 1:14 a.m. |
Created at: April 6, 2026, 11:25 a.m.