Triple
T8039926
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Kalispell |
E187410
|
entity |
| Predicate | locatedNear |
P294
|
FINISHED |
| Object |
Columbia Falls
Columbia Falls is a small city in northwestern Montana known as a gateway community to Glacier National Park and the Flathead Valley.
|
E710152
|
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: Columbia Falls | Statement: [Kalispell, locatedNear, Columbia Falls]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Columbia Falls Context triple: [Kalispell, locatedNear, Columbia Falls]
-
A.
Haines
Haines is a minor but memorable character in James Joyce’s novel "Ulysses," known as an English intellectual whose behavior highlights tensions between Irish nationalism and British colonial attitudes.
-
B.
Haines
Haines is a small historic town in northeastern Oregon known for its preserved Old West character and agricultural heritage.
-
C.
Twisp, Washington
Twisp, Washington is a small town in north-central Washington State known as a gateway to outdoor recreation in the Methow Valley.
-
D.
Creston, Washington
Creston, Washington is a small rural town in eastern Washington State known for its agricultural surroundings and location along U.S. Route 2.
-
E.
Cathlamet
Cathlamet were a Native American people of the Lower Columbia River region, closely associated with the Chinookan cultural and linguistic group.
- 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: Columbia Falls Triple: [Kalispell, locatedNear, Columbia Falls]
Generated description
Columbia Falls is a small city in northwestern Montana known as a gateway community to Glacier National Park and the Flathead Valley.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Columbia Falls Target entity description: Columbia Falls is a small city in northwestern Montana known as a gateway community to Glacier National Park and the Flathead Valley.
-
A.
Haines
Haines is a minor but memorable character in James Joyce’s novel "Ulysses," known as an English intellectual whose behavior highlights tensions between Irish nationalism and British colonial attitudes.
-
B.
Haines
Haines is a small historic town in northeastern Oregon known for its preserved Old West character and agricultural heritage.
-
C.
Twisp, Washington
Twisp, Washington is a small town in north-central Washington State known as a gateway to outdoor recreation in the Methow Valley.
-
D.
Creston, Washington
Creston, Washington is a small rural town in eastern Washington State known for its agricultural surroundings and location along U.S. Route 2.
-
E.
Cathlamet
Cathlamet were a Native American people of the Lower Columbia River region, closely associated with the Chinookan cultural and linguistic group.
- 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_69ca82b00cb48190b59a300f70e97bd7 |
completed | March 30, 2026, 2:03 p.m. |
| NER | Named-entity recognition | batch_69cb3f1bb1d88190b3d2c83387c8ce43 |
completed | March 31, 2026, 3:27 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69cc63cdecc88190beac3976e7c47114 |
completed | April 1, 2026, 12:16 a.m. |
| NEDg | Description generation | batch_69cc67e8eb78819093fde98c7b27a0c8 |
completed | April 1, 2026, 12:33 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69cc6946aa5481908d682957b818a3e9 |
completed | April 1, 2026, 12:39 a.m. |
Created at: March 30, 2026, 5:23 p.m.