Triple
T2941536
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Minnehaha County, South Dakota |
E79397
|
entity |
| Predicate | contains |
P35
|
FINISHED |
| Object |
Valley Springs, South Dakota
Valley Springs is a small city in eastern South Dakota located near the Minnesota border within the Sioux Falls metropolitan area.
|
E311366
|
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, South Dakota | Statement: [Minnehaha County, South Dakota, contains, Valley Springs, South Dakota]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Valley Springs, South Dakota Context triple: [Minnehaha County, South Dakota, contains, Valley Springs, South Dakota]
-
A.
Warner, South Dakota
Warner, South Dakota is a small rural town located in northeastern South Dakota within Brown County.
-
B.
Wallace, South Dakota
Wallace, South Dakota is a small rural town in Codington County best known as the birthplace of former U.S. Vice President Hubert H. Humphrey.
-
C.
Beresford, South Dakota
Beresford, South Dakota is a small city in southeastern South Dakota known for its agricultural roots and tight-knit rural community.
-
D.
Elk Point, South Dakota
Elk Point, South Dakota is a small city in southeastern South Dakota known as one of the state’s oldest settlements and a local hub for the surrounding agricultural region.
-
E.
Valley, Nebraska
Valley, Nebraska is a small city in eastern Nebraska known for its suburban-rural character and proximity to the Omaha metropolitan area.
- 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, South Dakota Triple: [Minnehaha County, South Dakota, contains, Valley Springs, South Dakota]
Generated description
Valley Springs is a small city in eastern South Dakota located near the Minnesota border within the Sioux Falls metropolitan area.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Valley Springs, South Dakota Target entity description: Valley Springs is a small city in eastern South Dakota located near the Minnesota border within the Sioux Falls metropolitan area.
-
A.
Warner, South Dakota
Warner, South Dakota is a small rural town located in northeastern South Dakota within Brown County.
-
B.
Wallace, South Dakota
Wallace, South Dakota is a small rural town in Codington County best known as the birthplace of former U.S. Vice President Hubert H. Humphrey.
-
C.
Beresford, South Dakota
Beresford, South Dakota is a small city in southeastern South Dakota known for its agricultural roots and tight-knit rural community.
-
D.
Elk Point, South Dakota
Elk Point, South Dakota is a small city in southeastern South Dakota known as one of the state’s oldest settlements and a local hub for the surrounding agricultural region.
-
E.
Valley, Nebraska
Valley, Nebraska is a small city in eastern Nebraska known for its suburban-rural character and proximity to the Omaha metropolitan area.
- 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_69ad8b1089588190b74d9e2505e45762 |
completed | March 8, 2026, 2:43 p.m. |
| NER | Named-entity recognition | batch_69ad9870e5d08190b3b277ba823fe6a1 |
completed | March 8, 2026, 3:40 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b08689ec3481909d9f039069ff19c7 |
completed | March 10, 2026, 9 p.m. |
| NEDg | Description generation | batch_69b0d241c7088190b440a47f4af54fbb |
completed | March 11, 2026, 2:24 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69b0d6466e848190bea4215cc9d358c7 |
completed | March 11, 2026, 2:41 a.m. |
Created at: March 8, 2026, 2:56 p.m.