Triple
T4326316
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Bozeman, Montana, United States |
E96641
|
entity |
| Predicate | namedAfter |
P63
|
FINISHED |
| Object |
John M. Bozeman
John M. Bozeman was a 19th-century American pioneer and frontiersman best known for establishing the Bozeman Trail that opened a route to the Montana gold fields.
|
E431021
|
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: John M. Bozeman | Statement: [Bozeman, Montana, United States, namedAfter, John M. Bozeman]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: John M. Bozeman Context triple: [Bozeman, Montana, United States, namedAfter, John M. Bozeman]
-
A.
Henry Dodge
Henry Dodge was an American military officer and politician who became prominent for leading frontier forces in early 19th-century conflicts and later serving as a U.S. senator and territorial governor.
-
B.
Christopher Carson
Christopher Carson is one of the sons of legendary American television host and comedian Johnny Carson.
-
C.
John W. Gunnison
John W. Gunnison was a 19th-century U.S. Army officer and explorer known for surveying routes in the American West before his death during an expedition in Utah.
-
D.
Kit Carson
Kit Carson was a 19th-century American frontiersman, explorer, and military scout renowned for his role in westward expansion and the mapping of the American West.
-
E.
Robert Henry Cozad
Robert Henry Cozad was an American painter and influential art teacher who became a leading figure of the Ashcan School under the name Robert Henri.
- 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: John M. Bozeman Triple: [Bozeman, Montana, United States, namedAfter, John M. Bozeman]
Generated description
John M. Bozeman was a 19th-century American pioneer and frontiersman best known for establishing the Bozeman Trail that opened a route to the Montana gold fields.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: John M. Bozeman Target entity description: John M. Bozeman was a 19th-century American pioneer and frontiersman best known for establishing the Bozeman Trail that opened a route to the Montana gold fields.
-
A.
Henry Dodge
Henry Dodge was an American military officer and politician who became prominent for leading frontier forces in early 19th-century conflicts and later serving as a U.S. senator and territorial governor.
-
B.
Christopher Carson
Christopher Carson is one of the sons of legendary American television host and comedian Johnny Carson.
-
C.
John W. Gunnison
John W. Gunnison was a 19th-century U.S. Army officer and explorer known for surveying routes in the American West before his death during an expedition in Utah.
-
D.
Kit Carson
Kit Carson was a 19th-century American frontiersman, explorer, and military scout renowned for his role in westward expansion and the mapping of the American West.
-
E.
Robert Henry Cozad
Robert Henry Cozad was an American painter and influential art teacher who became a leading figure of the Ashcan School under the name Robert Henri.
- 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_69b34542fd908190b11b08faad8decfd |
completed | March 12, 2026, 10:59 p.m. |
| NER | Named-entity recognition | batch_69b3513020f481909ff2fec3934f3002 |
completed | March 12, 2026, 11:50 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b5d09861a4819086a88bb42a8ea2e4 |
completed | March 14, 2026, 9:18 p.m. |
| NEDg | Description generation | batch_69b5d11a30a08190b9f58fadd2415559 |
completed | March 14, 2026, 9:20 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69b5d194975481908b029ab106223c6c |
completed | March 14, 2026, 9:22 p.m. |
Created at: March 12, 2026, 11:13 p.m.