Triple
T11504108
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Okemos |
E272734
|
entity |
| Predicate | hasPrimaryFireService |
P62810
|
FINISHED |
| Object |
Meridian Township Fire Department
The Meridian Township Fire Department is the municipal fire and emergency medical services agency that protects Meridian Township, including the community of Okemos, in Michigan.
|
E929752
|
NE FINISHED |
How this triple was built (5 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: Meridian Township Fire Department | Statement: [Okemos, hasPrimaryFireService, Meridian Township Fire Department]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Meridian Township Fire Department Context triple: [Okemos, hasPrimaryFireService, Meridian Township Fire Department]
-
A.
Redford Township Fire Department
The Redford Township Fire Department is the municipal agency responsible for providing fire protection, emergency medical services, and related public safety response for Redford Township, Michigan.
-
B.
Van Buren Township Fire Department
The Van Buren Township Fire Department is the municipal fire and emergency response agency serving Van Buren Township, Michigan.
-
C.
Midfield Fire Department
Midfield Fire Department is the municipal fire and emergency response agency serving the community of Midfield, Alabama.
-
D.
Melissa Fire Department
Melissa Fire Department is the municipal fire and emergency response agency serving the city of Melissa, Texas.
-
E.
Ewing Township Fire Department
The Ewing Township Fire Department is the municipal fire and emergency response agency serving the residents and properties of Ewing Township, New Jersey.
- 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: Meridian Township Fire Department Triple: [Okemos, hasPrimaryFireService, Meridian Township Fire Department]
Generated description
The Meridian Township Fire Department is the municipal fire and emergency medical services agency that protects Meridian Township, including the community of Okemos, in Michigan.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Meridian Township Fire Department Target entity description: The Meridian Township Fire Department is the municipal fire and emergency medical services agency that protects Meridian Township, including the community of Okemos, in Michigan.
-
A.
Redford Township Fire Department
The Redford Township Fire Department is the municipal agency responsible for providing fire protection, emergency medical services, and related public safety response for Redford Township, Michigan.
-
B.
Van Buren Township Fire Department
The Van Buren Township Fire Department is the municipal fire and emergency response agency serving Van Buren Township, Michigan.
-
C.
Midfield Fire Department
Midfield Fire Department is the municipal fire and emergency response agency serving the community of Midfield, Alabama.
-
D.
Melissa Fire Department
Melissa Fire Department is the municipal fire and emergency response agency serving the city of Melissa, Texas.
-
E.
Ewing Township Fire Department
The Ewing Township Fire Department is the municipal fire and emergency response agency serving the residents and properties of Ewing Township, New Jersey.
- F. None of above. chosen
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: hasPrimaryFireService Context triple: [Okemos, hasPrimaryFireService, Meridian Township Fire Department]
-
A.
hasFireServicesFrom
chosen
Indicates that one entity receives fire protection or firefighting services from another entity.
-
B.
hasFireAndRescueServiceCategory
Indicates the specific fire and rescue service classification or category assigned to an entity, such as a building, facility, or site.
-
C.
hasFireServiceCollege
Indicates that an entity is associated with, or has jurisdiction over, a specific fire service training or educational college.
-
D.
hasFireStation
Indicates that a location or area contains or is served by a fire station.
-
E.
hasPrimaryServiceArea
Indicates that an entity is associated with a main geographic or functional area in which it primarily provides its services.
- F. None of above.
Provenance (6 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_69d6aae2c3748190bed2ea50dfb160dc |
completed | April 8, 2026, 7:22 p.m. |
| NER | Named-entity recognition | batch_69d86db2f4b08190801de1b773932f59 |
completed | April 10, 2026, 3:25 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69e624d666c081908253cea4e2da1a4a |
completed | April 20, 2026, 1:06 p.m. |
| NEDg | Description generation | batch_69e62cf224f881908badcdab6aea1aef |
completed | April 20, 2026, 1:41 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69e663ffedfc8190a2b51995c62d1e6b |
completed | April 20, 2026, 5:36 p.m. |
| PD | Predicate disambiguation | batch_69d808736c5c8190899b5b3b2e797f65 |
completed | April 9, 2026, 8:13 p.m. |
Created at: April 8, 2026, 9:36 p.m.