Triple
T12972555
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Shelby County, Texas |
E321436
|
entity |
| Predicate | borderedByParish |
P22613
|
FINISHED |
| Object | DeSoto Parish, Louisiana |
E845373
|
NE FINISHED |
How this triple was built (3 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: DeSoto Parish, Louisiana | Statement: [Shelby County, Texas, borderedByParish, DeSoto Parish, Louisiana]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: DeSoto Parish, Louisiana Context triple: [Shelby County, Texas, borderedByParish, DeSoto Parish, Louisiana]
-
A.
DeSoto Parish, Louisiana
chosen
DeSoto Parish, Louisiana is a rural parish in northwestern Louisiana known for its historical significance, timber and energy industries, and location along the Texas border.
-
B.
Ouachita Parish, Louisiana
Ouachita Parish, Louisiana is a parish in northeastern Louisiana that includes the city of Monroe and serves as an important regional center for commerce, education, and culture.
-
C.
Jackson Parish, Louisiana
Jackson Parish, Louisiana is a rural parish in north-central Louisiana known for its pine forests, small communities, and location within the state's traditional timber and oil-producing region.
-
D.
Richland Parish, Louisiana
Richland Parish, Louisiana is a rural parish in northeastern Louisiana known for its agricultural economy and small communities.
-
E.
Lincoln Parish, Louisiana
Lincoln Parish, Louisiana is a north-central Louisiana parish known for its seat in Ruston and as home to Louisiana Tech University.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: borderedByParish Context triple: [Shelby County, Texas, borderedByParish, DeSoto Parish, Louisiana]
-
A.
hasNeighbouringParish
chosen
Indicates that one parish is directly adjacent to or borders another parish geographically.
-
B.
borderedBy
Indicates that one entity shares a common boundary or edge with another entity.
-
C.
borderDioceseWith
Indicates that one diocese shares a common boundary or border with another diocese.
-
D.
isBorderMunicipality
Indicates that a municipality is located on or directly adjacent to the border of a larger administrative region, country, or jurisdiction.
-
E.
borderingCensusDivision
Indicates that one census division shares a common boundary with another census division.
- F. None of above.
Provenance (4 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_69d80763bd6c819094437da5b20b01d2 |
completed | April 9, 2026, 8:09 p.m. |
| NER | Named-entity recognition | batch_69d97f2a71a0819098bb6cf8a4b2208a |
completed | April 10, 2026, 10:52 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ff3643a23481909103166abb6aaa4e |
completed | May 9, 2026, 1:27 p.m. |
| PD | Predicate disambiguation | batch_69d97dbdd94c8190ac4bbecca02dc77b |
completed | April 10, 2026, 10:46 p.m. |
Created at: April 9, 2026, 8:36 p.m.