Triple
T587136
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Columbia County, Florida |
E15181
|
entity |
| Predicate | containsUnincorporatedCommunity |
P6345
|
FINISHED |
| Object |
Columbia City, Florida
Columbia City, Florida is a small unincorporated community located in north-central Florida within Columbia County.
|
E107641
|
NE FINISHED |
How this triple was built (5 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: Columbia City, Florida | Statement: [Columbia County, Florida, containsUnincorporatedCommunity, Columbia City, Florida]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Columbia City, Florida Context triple: [Columbia County, Florida, containsUnincorporatedCommunity, Columbia City, Florida]
-
A.
Westville, Florida
Westville, Florida is a small rural town located in the Florida Panhandle.
-
B.
Paxton, Florida
Paxton, Florida is a small town in the Florida Panhandle near the Alabama border, known for its rural character and tight-knit community.
-
C.
Shalimar, Florida
Shalimar, Florida is a small town in the Florida Panhandle known for its residential communities and proximity to Eglin Air Force Base along the Emerald Coast.
-
D.
Springfield, Florida
Springfield, Florida is a small city in Bay County near Panama City, known as a residential community in Florida’s Panhandle.
-
E.
Green Cove Springs, Florida
Green Cove Springs, Florida is a small historic city in Clay County known for its natural sulfur springs and location along the St. Johns River within the greater Jacksonville 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: Columbia City, Florida Triple: [Columbia County, Florida, containsUnincorporatedCommunity, Columbia City, Florida]
Generated description
Columbia City, Florida is a small unincorporated community located in north-central Florida within Columbia County.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Columbia City, Florida Target entity description: Columbia City, Florida is a small unincorporated community located in north-central Florida within Columbia County.
-
A.
Westville, Florida
Westville, Florida is a small rural town located in the Florida Panhandle.
-
B.
Paxton, Florida
Paxton, Florida is a small town in the Florida Panhandle near the Alabama border, known for its rural character and tight-knit community.
-
C.
Shalimar, Florida
Shalimar, Florida is a small town in the Florida Panhandle known for its residential communities and proximity to Eglin Air Force Base along the Emerald Coast.
-
D.
Springfield, Florida
Springfield, Florida is a small city in Bay County near Panama City, known as a residential community in Florida’s Panhandle.
-
E.
Green Cove Springs, Florida
Green Cove Springs, Florida is a small historic city in Clay County known for its natural sulfur springs and location along the St. Johns River within the greater Jacksonville area.
- F. None of above. chosen
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: containsUnincorporatedCommunity Context triple: [Columbia County, Florida, containsUnincorporatedCommunity, Columbia City, Florida]
-
A.
hasUnincorporatedCommunity
chosen
Indicates that one administrative or geographic entity contains or is associated with an unincorporated community within its boundaries.
-
B.
hasSubcommunityIn
Indicates that a larger community contains or encompasses a smaller, distinct subcommunity located within it.
-
C.
includesCommunity
Indicates that one entity encompasses, contains, or has within it a particular community as part of its scope or composition.
-
D.
hasNearbyCommunity
Indicates that one entity has another community located close to it in geographic or spatial terms.
-
E.
hasMajorCommunity
Indicates that an entity possesses a primary or significantly large community associated with it.
- F. None of above.
Provenance (6 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_69a4935783b8819082b77726ec10cc42 |
completed | March 1, 2026, 7:28 p.m. |
| NER | Named-entity recognition | batch_69a49b9bf0cc8190a145ccd6fc501349 |
completed | March 1, 2026, 8:03 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69a7c7074cc88190912969a1ba0a8c6e |
completed | March 4, 2026, 5:45 a.m. |
| NEDg | Description generation | batch_69a7cb421ef08190817648ff69923160 |
completed | March 4, 2026, 6:03 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69a7cb9f001881909164cf19b0c86f32 |
completed | March 4, 2026, 6:05 a.m. |
| PD | Predicate disambiguation | batch_69a494ca68448190a516b9c3525d8916 |
completed | March 1, 2026, 7:34 p.m. |
Created at: March 1, 2026, 7:33 p.m.