Triple
T1216398
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Central Florida |
E26115
|
entity |
| Predicate | hasMajorCity |
P316
|
FINISHED |
| Object |
Deltona
Deltona is a large residential city in Volusia County known as a major suburban community within the Greater Orlando–Central Florida region.
|
E171688
|
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: Deltona | Statement: [Central Florida, hasMajorCity, Deltona]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Deltona Context triple: [Central Florida, hasMajorCity, Deltona]
-
A.
Cocoa Beach
Cocoa Beach is a coastal city on Florida’s Space Coast known for its surfing culture, sandy beaches, and proximity to the Kennedy Space Center.
-
B.
Good Harbor Beach
Good Harbor Beach is a popular sandy ocean beach in Gloucester, Massachusetts, known for its scenic views, family-friendly swimming, and picturesque tidal island access.
-
C.
Fort Walton Beach
Fort Walton Beach is a coastal city in Florida known for its white-sand beaches, emerald-green Gulf waters, and role as a popular vacation and military community near Eglin Air Force Base.
-
D.
Sunrise, Florida
Sunrise, Florida is a suburban city in Broward County best known as home to the Florida Panthers’ arena and a major retail and entertainment hub in the Miami metropolitan area.
-
E.
Port St. Lucie, Florida
Port St. Lucie, Florida is a coastal city on Florida’s Treasure Coast known for hosting the New York Mets’ spring training and featuring extensive residential communities and waterways.
- 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: Deltona Triple: [Central Florida, hasMajorCity, Deltona]
Generated description
Deltona is a large residential city in Volusia County known as a major suburban community within the Greater Orlando–Central Florida region.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Deltona Target entity description: Deltona is a large residential city in Volusia County known as a major suburban community within the Greater Orlando–Central Florida region.
-
A.
Cocoa Beach
Cocoa Beach is a coastal city on Florida’s Space Coast known for its surfing culture, sandy beaches, and proximity to the Kennedy Space Center.
-
B.
Good Harbor Beach
Good Harbor Beach is a popular sandy ocean beach in Gloucester, Massachusetts, known for its scenic views, family-friendly swimming, and picturesque tidal island access.
-
C.
Fort Walton Beach
Fort Walton Beach is a coastal city in Florida known for its white-sand beaches, emerald-green Gulf waters, and role as a popular vacation and military community near Eglin Air Force Base.
-
D.
Sunrise, Florida
Sunrise, Florida is a suburban city in Broward County best known as home to the Florida Panthers’ arena and a major retail and entertainment hub in the Miami metropolitan area.
-
E.
Port St. Lucie, Florida
Port St. Lucie, Florida is a coastal city on Florida’s Treasure Coast known for hosting the New York Mets’ spring training and featuring extensive residential communities and waterways.
- 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_69a4948331fc8190b531ac9bec71c491 |
completed | March 1, 2026, 7:33 p.m. |
| NER | Named-entity recognition | batch_69a4be059c5c8190a200f09442c22334 |
completed | March 1, 2026, 10:30 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ad231945048190be6536b4a71334aa |
completed | March 8, 2026, 7:19 a.m. |
| NEDg | Description generation | batch_69ad23cbe87c81909b745ecaadf77bce |
completed | March 8, 2026, 7:22 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69ad24224af08190a1a03c0f1d363ce0 |
completed | March 8, 2026, 7:24 a.m. |
Created at: March 1, 2026, 7:46 p.m.