Triple
T9212460
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Cedar Springs, Missouri |
E221156
|
entity |
| Predicate | hasName |
P744
|
FINISHED |
| Object |
Cedar Springs
Cedar Springs is a small unincorporated community located in Cedar County, Missouri, in the United States.
|
E785413
|
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: Cedar Springs | Statement: [Cedar Springs, Missouri, hasName, Cedar Springs]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Cedar Springs Context triple: [Cedar Springs, Missouri, hasName, Cedar Springs]
-
A.
Cedar Springs, Michigan
Cedar Springs, Michigan is a small city in Kent County known historically for its natural springs and lumber industry.
-
B.
Hesperia, Michigan
Hesperia, Michigan is a small village in western Michigan known for its rural character, outdoor recreation opportunities, and location near the White River.
-
C.
Fennville
Fennville is a small city in southwestern Michigan known for its agricultural surroundings, wineries, and proximity to Lake Michigan.
-
D.
Allendale, Michigan
Allendale, Michigan is a suburban community in Ottawa County best known as the home of Grand Valley State University and its scenic location along the Grand River.
-
E.
Rochester Hills
Rochester Hills is a suburban city in Oakland County, Michigan, known for its affluent residential communities, parks, and proximity to the Detroit 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: Cedar Springs Triple: [Cedar Springs, Missouri, hasName, Cedar Springs]
Generated description
Cedar Springs is a small unincorporated community located in Cedar County, Missouri, in the United States.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Cedar Springs Target entity description: Cedar Springs is a small unincorporated community located in Cedar County, Missouri, in the United States.
-
A.
Cedar Springs, Michigan
Cedar Springs, Michigan is a small city in Kent County known historically for its natural springs and lumber industry.
-
B.
Hesperia, Michigan
Hesperia, Michigan is a small village in western Michigan known for its rural character, outdoor recreation opportunities, and location near the White River.
-
C.
Fennville
Fennville is a small city in southwestern Michigan known for its agricultural surroundings, wineries, and proximity to Lake Michigan.
-
D.
Allendale, Michigan
Allendale, Michigan is a suburban community in Ottawa County best known as the home of Grand Valley State University and its scenic location along the Grand River.
-
E.
Rochester Hills
Rochester Hills is a suburban city in Oakland County, Michigan, known for its affluent residential communities, parks, and proximity to the Detroit 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_69ca83e9d0e081908bdb71097201a06c |
completed | March 30, 2026, 2:08 p.m. |
| NER | Named-entity recognition | batch_69ccda05406081909893bec3a092d3ce |
completed | April 1, 2026, 8:40 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d0660839f88190afdfb8bc2d710fc3 |
completed | April 4, 2026, 1:14 a.m. |
| NEDg | Description generation | batch_69d06770ccf08190b00bf35c16a80071 |
completed | April 4, 2026, 1:20 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69d06864b8c48190b8e08ab9c1c85c9a |
completed | April 4, 2026, 1:24 a.m. |
Created at: March 30, 2026, 7:27 p.m.