Triple
T3789877
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Allen Park, Michigan |
E89617
|
entity |
| Predicate | hasFireDepartment |
P464
|
FINISHED |
| Object |
Allen Park Fire Department
The Allen Park Fire Department is the municipal fire and emergency services agency serving the city of Allen Park, Michigan.
|
E390859
|
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: Allen Park Fire Department | Statement: [Allen Park, Michigan, hasFireDepartment, Allen Park Fire Department]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Allen Park Fire Department Context triple: [Allen Park, Michigan, hasFireDepartment, Allen Park Fire Department]
-
A.
Sterling Heights Fire Department
The Sterling Heights Fire Department is the municipal fire and emergency services agency responsible for protecting lives and property in Sterling Heights, Michigan.
-
B.
Calumet City Fire Department
The Calumet City Fire Department is the municipal agency responsible for providing fire protection, emergency medical services, and rescue operations for Calumet City, Illinois.
-
C.
Allen Park Public Schools
Allen Park Public Schools is the public school district serving students in the city of Allen Park, Michigan.
-
D.
Naperville Fire Department
The Naperville Fire Department is the municipal agency responsible for providing fire protection, emergency medical services, and rescue operations for the city of Naperville, Illinois.
-
E.
Westmont Fire Department
The Westmont Fire Department is the municipal agency responsible for providing fire protection, emergency medical services, and related public safety support to the community of Westmont.
- 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: Allen Park Fire Department Triple: [Allen Park, Michigan, hasFireDepartment, Allen Park Fire Department]
Generated description
The Allen Park Fire Department is the municipal fire and emergency services agency serving the city of Allen Park, Michigan.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Allen Park Fire Department Target entity description: The Allen Park Fire Department is the municipal fire and emergency services agency serving the city of Allen Park, Michigan.
-
A.
Sterling Heights Fire Department
The Sterling Heights Fire Department is the municipal fire and emergency services agency responsible for protecting lives and property in Sterling Heights, Michigan.
-
B.
Calumet City Fire Department
The Calumet City Fire Department is the municipal agency responsible for providing fire protection, emergency medical services, and rescue operations for Calumet City, Illinois.
-
C.
Allen Park Public Schools
Allen Park Public Schools is the public school district serving students in the city of Allen Park, Michigan.
-
D.
Naperville Fire Department
The Naperville Fire Department is the municipal agency responsible for providing fire protection, emergency medical services, and rescue operations for the city of Naperville, Illinois.
-
E.
Westmont Fire Department
The Westmont Fire Department is the municipal agency responsible for providing fire protection, emergency medical services, and related public safety support to the community of Westmont.
- 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_69aed9597d6881909b6ee3b9de859223 |
completed | March 9, 2026, 2:29 p.m. |
| NER | Named-entity recognition | batch_69aee76733248190a24a1143c64bd6c6 |
completed | March 9, 2026, 3:29 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b4fb1f7a20819082d2ff104167d98b |
completed | March 14, 2026, 6:07 a.m. |
| NEDg | Description generation | batch_69b4fc6683848190a332fcb37df77934 |
completed | March 14, 2026, 6:12 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69b4fcc395ec8190a781e982b935c2f6 |
completed | March 14, 2026, 6:14 a.m. |
Created at: March 9, 2026, 3:15 p.m.