Triple
T10170645
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Sioux Falls metropolitan area |
E235321
|
entity |
| Predicate | containsCommunity |
P8617
|
FINISHED |
| Object |
Valley Springs
Valley Springs is a small city in eastern South Dakota that functions as a suburban community within the greater Sioux Falls metropolitan area.
|
E846401
|
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: Valley Springs | Statement: [Sioux Falls metropolitan area, containsCommunity, Valley Springs]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Valley Springs Context triple: [Sioux Falls metropolitan area, containsCommunity, Valley Springs]
-
A.
Crystal Springs
Crystal Springs is a natural spring in Nevada that serves as a key water source for the Pahranagat Valley’s desert oasis ecosystem.
-
B.
Valley Wells
Valley Wells is a small locality situated within California’s Mojave Desert, known primarily as a remote desert community along major regional travel routes.
-
C.
Rimrock
Rimrock is a small unincorporated community in central Arizona that includes lands of the Yavapai-Apache Nation and serves as a residential and cultural area in the Verde Valley region.
-
D.
Valley Springs, California
Valley Springs, California is a small unincorporated community in Calaveras County known as a rural gateway to the Sierra Nevada foothills and nearby recreational lakes.
-
E.
Kernville
Kernville is a small historic town in California’s southern Sierra Nevada, known for its outdoor recreation on the Kern River and proximity to Lake Isabella.
- 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: Valley Springs Triple: [Sioux Falls metropolitan area, containsCommunity, Valley Springs]
Generated description
Valley Springs is a small city in eastern South Dakota that functions as a suburban community within the greater Sioux Falls metropolitan area.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Valley Springs Target entity description: Valley Springs is a small city in eastern South Dakota that functions as a suburban community within the greater Sioux Falls metropolitan area.
-
A.
Crystal Springs
Crystal Springs is a natural spring in Nevada that serves as a key water source for the Pahranagat Valley’s desert oasis ecosystem.
-
B.
Valley Wells
Valley Wells is a small locality situated within California’s Mojave Desert, known primarily as a remote desert community along major regional travel routes.
-
C.
Rimrock
Rimrock is a small unincorporated community in central Arizona that includes lands of the Yavapai-Apache Nation and serves as a residential and cultural area in the Verde Valley region.
-
D.
Valley Springs, California
Valley Springs, California is a small unincorporated community in Calaveras County known as a rural gateway to the Sierra Nevada foothills and nearby recreational lakes.
-
E.
Kernville
Kernville is a small historic town in California’s southern Sierra Nevada, known for its outdoor recreation on the Kern River and proximity to Lake Isabella.
- 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_69ca84ceafd0819085828600e11bed6b |
completed | March 30, 2026, 2:12 p.m. |
| NER | Named-entity recognition | batch_69cdec9d36608190be78665cc3410cf2 |
completed | April 2, 2026, 4:12 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d3177ddab48190988c280faf406383 |
completed | April 6, 2026, 2:16 a.m. |
| NEDg | Description generation | batch_69d3186076208190bd7e0979a2b6620f |
completed | April 6, 2026, 2:20 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69d318fd00188190b4e18bbb48b0b698 |
completed | April 6, 2026, 2:22 a.m. |
Created at: March 30, 2026, 9:10 p.m.