Triple
T20728434
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Bozeman |
E509500
|
entity |
| Predicate | governingBody |
P46
|
FINISHED |
| Object |
Bozeman City Commission
The Bozeman City Commission is the elected municipal governing council responsible for setting policy, passing local ordinances, and overseeing the administration of the city of Bozeman, Montana.
|
E1447418
|
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: Bozeman City Commission | Statement: [Bozeman, governingBody, Bozeman City Commission]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Bozeman City Commission Context triple: [Bozeman, governingBody, Bozeman City Commission]
-
A.
Kalispell City Council
The Kalispell City Council is the elected municipal legislative body responsible for setting policy, passing ordinances, and overseeing local governance in Kalispell, Montana.
-
B.
Bozeman
Bozeman is a rapidly growing city in southwestern Montana known for its outdoor recreation, proximity to Yellowstone National Park, and Montana State University.
-
C.
Bozeman Main Street Historic District
Bozeman Main Street Historic District is a preserved downtown area in Bozeman, Montana, known for its concentration of historic commercial buildings that reflect the city’s late 19th- and early 20th-century development.
-
D.
Bozeman, Montana, United States
Bozeman, Montana, United States is a rapidly growing city in southwestern Montana known for its outdoor recreation, proximity to Yellowstone National Park, and emerging technology and research sectors.
-
E.
Laramie City Council
The Laramie City Council is the elected municipal legislative body responsible for setting policy, passing ordinances, and overseeing local governance in Laramie, Wyoming.
- 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: Bozeman City Commission Triple: [Bozeman, governingBody, Bozeman City Commission]
Generated description
The Bozeman City Commission is the elected municipal governing council responsible for setting policy, passing local ordinances, and overseeing the administration of the city of Bozeman, Montana.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Bozeman City Commission Target entity description: The Bozeman City Commission is the elected municipal governing council responsible for setting policy, passing local ordinances, and overseeing the administration of the city of Bozeman, Montana.
-
A.
Kalispell City Council
The Kalispell City Council is the elected municipal legislative body responsible for setting policy, passing ordinances, and overseeing local governance in Kalispell, Montana.
-
B.
Bozeman
Bozeman is a rapidly growing city in southwestern Montana known for its outdoor recreation, proximity to Yellowstone National Park, and Montana State University.
-
C.
Bozeman Main Street Historic District
Bozeman Main Street Historic District is a preserved downtown area in Bozeman, Montana, known for its concentration of historic commercial buildings that reflect the city’s late 19th- and early 20th-century development.
-
D.
Bozeman, Montana, United States
Bozeman, Montana, United States is a rapidly growing city in southwestern Montana known for its outdoor recreation, proximity to Yellowstone National Park, and emerging technology and research sectors.
-
E.
Laramie City Council
The Laramie City Council is the elected municipal legislative body responsible for setting policy, passing ordinances, and overseeing local governance in Laramie, Wyoming.
- 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_69e0b4c4cc648190b45fda6e2b20af56 |
completed | April 16, 2026, 10:07 a.m. |
| NER | Named-entity recognition | batch_69e6c1e9ed708190ad8e371646630fea |
completed | April 21, 2026, 12:16 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a08e05db8ac8190bd2e7ca0d184a426 |
completed | May 16, 2026, 9:23 p.m. |
| NEDg | Description generation | batch_6a08e15d93ec8190bbe859fb42a4a5ac |
completed | May 16, 2026, 9:27 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a08e25d8cb08190ba75b792aac192ab |
completed | May 16, 2026, 9:32 p.m. |
Created at: April 16, 2026, 12:30 p.m.