Triple
T718759
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Madison County, Florida |
E14368
|
entity |
| Predicate | hasUnincorporatedCommunity |
P6345
|
FINISHED |
| Object |
Hamburg, Florida
Hamburg, Florida is a small unincorporated rural community located in Madison County in northern Florida.
|
E155297
|
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: Hamburg, Florida | Statement: [Madison County, Florida, hasUnincorporatedCommunity, Hamburg, Florida]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Hamburg, Florida Context triple: [Madison County, Florida, hasUnincorporatedCommunity, Hamburg, Florida]
-
A.
Homestead, Florida
Homestead, Florida is a small city in Miami-Dade County known as an agricultural hub and gateway to both Everglades and Biscayne National Parks.
-
B.
Branford, Florida
Branford, Florida is a small town in northern Florida known for its location along the Suwannee River and its rural, close-knit community.
-
C.
Madison, Florida
Madison, Florida is a small historic city in northern Florida known for its rural charm and location along major east–west transportation routes.
-
D.
Miami Gardens, Florida
Miami Gardens, Florida is a suburban city in northern Miami-Dade County best known as the home of the Miami Dolphins’ NFL stadium and major sporting and entertainment events.
-
E.
Bagdad, Florida
Bagdad, Florida is a small unincorporated community and historic mill town located along the Blackwater River in the Florida Panhandle.
- 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: Hamburg, Florida Triple: [Madison County, Florida, hasUnincorporatedCommunity, Hamburg, Florida]
Generated description
Hamburg, Florida is a small unincorporated rural community located in Madison County in northern Florida.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Hamburg, Florida Target entity description: Hamburg, Florida is a small unincorporated rural community located in Madison County in northern Florida.
-
A.
Homestead, Florida
Homestead, Florida is a small city in Miami-Dade County known as an agricultural hub and gateway to both Everglades and Biscayne National Parks.
-
B.
Branford, Florida
Branford, Florida is a small town in northern Florida known for its location along the Suwannee River and its rural, close-knit community.
-
C.
Madison, Florida
Madison, Florida is a small historic city in northern Florida known for its rural charm and location along major east–west transportation routes.
-
D.
Miami Gardens, Florida
Miami Gardens, Florida is a suburban city in northern Miami-Dade County best known as the home of the Miami Dolphins’ NFL stadium and major sporting and entertainment events.
-
E.
Bagdad, Florida
Bagdad, Florida is a small unincorporated community and historic mill town located along the Blackwater River in the Florida Panhandle.
- 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_69a4934a36e081909e7abef98b898a4e |
completed | March 1, 2026, 7:28 p.m. |
| NER | Named-entity recognition | batch_69a4a58d4c3c8190ad4527d14bca5e6e |
completed | March 1, 2026, 8:46 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69acce4e94688190bc29b4a1e26f6b93 |
completed | March 8, 2026, 1:18 a.m. |
| NEDg | Description generation | batch_69accee5a424819084c57fe08cfea195 |
completed | March 8, 2026, 1:20 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69accf3b2f988190bca7f8536b50f1b8 |
completed | March 8, 2026, 1:22 a.m. |
Created at: March 1, 2026, 7:37 p.m.