Triple
T9446228
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Attala County, Mississippi |
E227770
|
entity |
| Predicate | partOfStatisticalArea |
P294
|
FINISHED |
| Object |
Kosciusko, MS Micropolitan Statistical Area
The Kosciusko, MS Micropolitan Statistical Area is a U.S. Census Bureau–defined region in central Mississippi centered on the city of Kosciusko and its surrounding communities.
|
E799434
|
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: Kosciusko, MS Micropolitan Statistical Area | Statement: [Attala County, Mississippi, partOfStatisticalArea, Kosciusko, MS Micropolitan Statistical Area]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Kosciusko, MS Micropolitan Statistical Area Context triple: [Attala County, Mississippi, partOfStatisticalArea, Kosciusko, MS Micropolitan Statistical Area]
-
A.
Brookings Micropolitan Statistical Area
The Brookings Micropolitan Statistical Area is a U.S. Census Bureau-defined region centered on Brookings, South Dakota, used for statistical and economic analysis of the surrounding small urban community and its adjacent rural areas.
-
B.
Valdosta Metropolitan Statistical Area
The Valdosta Metropolitan Statistical Area is a U.S. Census-defined region in southern Georgia centered on the city of Valdosta and its surrounding communities.
-
C.
Marquette micropolitan area
The Marquette micropolitan area is a small urban region in Michigan’s Upper Peninsula centered on the city of Marquette and its surrounding communities, serving as a local hub for education, healthcare, and commerce.
-
D.
Sterling Micropolitan Statistical Area
The Sterling Micropolitan Statistical Area is a U.S. Census Bureau-defined region centered on Sterling, Illinois, that encompasses surrounding communities for demographic and economic analysis.
-
E.
Vermillion micropolitan area
The Vermillion micropolitan area is a small urban and surrounding rural region centered on the city of Vermillion in southeastern South Dakota, known for hosting the University of South Dakota.
- 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: Kosciusko, MS Micropolitan Statistical Area Triple: [Attala County, Mississippi, partOfStatisticalArea, Kosciusko, MS Micropolitan Statistical Area]
Generated description
The Kosciusko, MS Micropolitan Statistical Area is a U.S. Census Bureau–defined region in central Mississippi centered on the city of Kosciusko and its surrounding communities.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Kosciusko, MS Micropolitan Statistical Area Target entity description: The Kosciusko, MS Micropolitan Statistical Area is a U.S. Census Bureau–defined region in central Mississippi centered on the city of Kosciusko and its surrounding communities.
-
A.
Brookings Micropolitan Statistical Area
The Brookings Micropolitan Statistical Area is a U.S. Census Bureau-defined region centered on Brookings, South Dakota, used for statistical and economic analysis of the surrounding small urban community and its adjacent rural areas.
-
B.
Valdosta Metropolitan Statistical Area
The Valdosta Metropolitan Statistical Area is a U.S. Census-defined region in southern Georgia centered on the city of Valdosta and its surrounding communities.
-
C.
Marquette micropolitan area
The Marquette micropolitan area is a small urban region in Michigan’s Upper Peninsula centered on the city of Marquette and its surrounding communities, serving as a local hub for education, healthcare, and commerce.
-
D.
Sterling Micropolitan Statistical Area
The Sterling Micropolitan Statistical Area is a U.S. Census Bureau-defined region centered on Sterling, Illinois, that encompasses surrounding communities for demographic and economic analysis.
-
E.
Vermillion micropolitan area
The Vermillion micropolitan area is a small urban and surrounding rural region centered on the city of Vermillion in southeastern South Dakota, known for hosting the University of South Dakota.
- 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_69ca843884488190ad6cbe0153088234 |
completed | March 30, 2026, 2:10 p.m. |
| NER | Named-entity recognition | batch_69cd7f33deb88190bc74968575963ac4 |
completed | April 1, 2026, 8:25 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d1106aeb708190bbbe1d05b7472194 |
completed | April 4, 2026, 1:21 p.m. |
| NEDg | Description generation | batch_69d111213e9081909865b086681d1bbd |
completed | April 4, 2026, 1:24 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69d111ab40a48190bb77c1cf80ef87a8 |
completed | April 4, 2026, 1:27 p.m. |
Created at: March 30, 2026, 7:51 p.m.