Triple
T1063621
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Collier County |
E22960
|
entity |
| Predicate | contains |
P35
|
FINISHED |
| Object |
Golden Gate, Florida
Golden Gate, Florida is a suburban community in southwestern Florida known for its residential neighborhoods and proximity to Naples and the Gulf Coast.
|
E141339
|
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: Golden Gate, Florida | Statement: [Collier County, contains, Golden Gate, Florida]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Golden Gate, Florida Context triple: [Collier County, contains, Golden Gate, Florida]
-
A.
Perdido Key
Perdido Key is a barrier island and beach community on the Gulf Coast known for its white sand beaches, state parks, and laid-back coastal atmosphere.
-
B.
Boca Chita Key
Boca Chita Key is a small, historic island in Biscayne Bay, Florida, known for its scenic lighthouse, picnic areas, and boating access within Biscayne National Park.
-
C.
Live Oak, Florida
Live Oak, Florida is a small city in Suwannee County known for its historic downtown, proximity to natural springs and rivers, and role as a regional hub in North Florida.
-
D.
Mary Esther, Florida
Mary Esther, Florida is a small coastal city in Okaloosa County along Florida’s Panhandle, situated between Fort Walton Beach and Navarre near the Gulf of Mexico.
-
E.
Okaloosa Island
Okaloosa Island is a barrier island and popular Gulf Coast vacation destination in Florida known for its white-sand beaches, resorts, and waterfront attractions.
- 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: Golden Gate, Florida Triple: [Collier County, contains, Golden Gate, Florida]
Generated description
Golden Gate, Florida is a suburban community in southwestern Florida known for its residential neighborhoods and proximity to Naples and the Gulf Coast.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Golden Gate, Florida Target entity description: Golden Gate, Florida is a suburban community in southwestern Florida known for its residential neighborhoods and proximity to Naples and the Gulf Coast.
-
A.
Perdido Key
Perdido Key is a barrier island and beach community on the Gulf Coast known for its white sand beaches, state parks, and laid-back coastal atmosphere.
-
B.
Boca Chita Key
Boca Chita Key is a small, historic island in Biscayne Bay, Florida, known for its scenic lighthouse, picnic areas, and boating access within Biscayne National Park.
-
C.
Live Oak, Florida
Live Oak, Florida is a small city in Suwannee County known for its historic downtown, proximity to natural springs and rivers, and role as a regional hub in North Florida.
-
D.
Mary Esther, Florida
Mary Esther, Florida is a small coastal city in Okaloosa County along Florida’s Panhandle, situated between Fort Walton Beach and Navarre near the Gulf of Mexico.
-
E.
Okaloosa Island
Okaloosa Island is a barrier island and popular Gulf Coast vacation destination in Florida known for its white-sand beaches, resorts, and waterfront attractions.
- 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_69a493dada0481909c43649f9843ea91 |
completed | March 1, 2026, 7:30 p.m. |
| NER | Named-entity recognition | batch_69a4b8f85cc08190ae03ac6c84936cc5 |
completed | March 1, 2026, 10:08 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ac89fd91208190ac962ec7059f716b |
completed | March 7, 2026, 8:26 p.m. |
| NEDg | Description generation | batch_69ac8becbbe48190a12b3814982c5c8f |
completed | March 7, 2026, 8:34 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69ac8c471754819096bcca9fea985a9f |
completed | March 7, 2026, 8:36 p.m. |
Created at: March 1, 2026, 7:42 p.m.