Triple
T16135706
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Springfield |
E391518
|
entity |
| Predicate | hasNotableBearer |
P458
|
FINISHED |
| Object |
Springfield, Montana
Springfield, Montana is a small, lesser-known community in the U.S. state of Montana, distinct from the more famous Springfields found elsewhere in the country.
|
E1196384
|
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: Springfield, Montana | Statement: [Springfield, hasNotableBearer, Springfield, Montana]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Springfield, Montana Context triple: [Springfield, hasNotableBearer, Springfield, Montana]
-
A.
Hamilton, Montana
Hamilton, Montana is a small city in the Bitterroot Valley that serves as the economic and cultural hub of Ravalli County in western Montana.
-
B.
Fort Smith, Montana
Fort Smith, Montana is a small community in Big Horn County known as a gateway to outdoor recreation and fishing on the nearby Bighorn River and surrounding reservoir.
-
C.
Miles City, Montana
Miles City, Montana is a small historic city in southeastern Montana known as a regional ranching and agricultural center near the confluence of the Tongue and Yellowstone Rivers.
-
D.
Lovell, Montana
Lovell, Montana is a small town in northern Wyoming’s Bighorn Basin known as a gateway to nearby natural attractions such as Bighorn Canyon National Recreation Area.
-
E.
Helena, Montana
Helena, Montana is the capital city of the U.S. state of Montana, known for its historic gold rush origins and proximity to outdoor recreation in the surrounding Rocky Mountains.
- 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: Springfield, Montana Triple: [Springfield, hasNotableBearer, Springfield, Montana]
Generated description
Springfield, Montana is a small, lesser-known community in the U.S. state of Montana, distinct from the more famous Springfields found elsewhere in the country.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Springfield, Montana Target entity description: Springfield, Montana is a small, lesser-known community in the U.S. state of Montana, distinct from the more famous Springfields found elsewhere in the country.
-
A.
Hamilton, Montana
Hamilton, Montana is a small city in the Bitterroot Valley that serves as the economic and cultural hub of Ravalli County in western Montana.
-
B.
Fort Smith, Montana
Fort Smith, Montana is a small community in Big Horn County known as a gateway to outdoor recreation and fishing on the nearby Bighorn River and surrounding reservoir.
-
C.
Miles City, Montana
Miles City, Montana is a small historic city in southeastern Montana known as a regional ranching and agricultural center near the confluence of the Tongue and Yellowstone Rivers.
-
D.
Lovell, Montana
Lovell, Montana is a small town in northern Wyoming’s Bighorn Basin known as a gateway to nearby natural attractions such as Bighorn Canyon National Recreation Area.
-
E.
Helena, Montana
Helena, Montana is the capital city of the U.S. state of Montana, known for its historic gold rush origins and proximity to outdoor recreation in the surrounding Rocky Mountains.
- 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_69d87f1bb0988190b490d273dbf3fd03 |
completed | April 10, 2026, 4:39 a.m. |
| NER | Named-entity recognition | batch_69e21a04666c819091f36c5a2497d2e7 |
completed | April 17, 2026, 11:31 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69fff2b39bbc8190a2cb77a3f0a329fd |
completed | May 10, 2026, 2:51 a.m. |
| NEDg | Description generation | batch_69fff3806ab08190b2450b0f1f4bfc3c |
completed | May 10, 2026, 2:54 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69fff3f2760c8190a58fedc2798614ae |
completed | May 10, 2026, 2:56 a.m. |
Created at: April 10, 2026, 5:01 a.m.