Triple
T1216400
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Central Florida |
E26115
|
entity |
| Predicate | hasMajorCity |
P316
|
FINISHED |
| Object |
The Villages
The Villages is a massive, master-planned retirement community in Florida known for its rapid growth, extensive amenities, and status as one of the largest age-restricted communities in the United States.
|
E139831
|
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: The Villages | Statement: [Central Florida, hasMajorCity, The Villages]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: The Villages Context triple: [Central Florida, hasMajorCity, The Villages]
-
A.
Fair Oaks Village
Fair Oaks Village is a historic, pedestrian-friendly commercial and cultural district in Fair Oaks, California, known for its small-town charm, local shops, and free-roaming chickens.
-
B.
Altadena
Altadena is an unincorporated community in Los Angeles County, California, located in the foothills of the San Gabriel Mountains just north of Pasadena.
-
C.
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.
-
D.
Westville, Florida
Westville, Florida is a small rural town located in the Florida Panhandle.
-
E.
Springville, Florida
Springville, Florida is a small unincorporated rural community located in Columbia County in northern Florida.
- 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: The Villages Triple: [Central Florida, hasMajorCity, The Villages]
Generated description
The Villages is a massive, master-planned retirement community in Florida known for its rapid growth, extensive amenities, and status as one of the largest age-restricted communities in the United States.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: The Villages Target entity description: The Villages is a massive, master-planned retirement community in Florida known for its rapid growth, extensive amenities, and status as one of the largest age-restricted communities in the United States.
-
A.
Fair Oaks Village
Fair Oaks Village is a historic, pedestrian-friendly commercial and cultural district in Fair Oaks, California, known for its small-town charm, local shops, and free-roaming chickens.
-
B.
Altadena
Altadena is an unincorporated community in Los Angeles County, California, located in the foothills of the San Gabriel Mountains just north of Pasadena.
-
C.
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.
-
D.
Westville, Florida
Westville, Florida is a small rural town located in the Florida Panhandle.
-
E.
Springville, Florida
Springville, Florida is a small unincorporated rural community located in Columbia County in northern Florida.
- 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_69ac831fb6bc8190907f36e52489ec5c |
completed | March 7, 2026, 7:57 p.m. |
| NEDg | Description generation | batch_69ac838fc3d08190aa43d7f2767fe7d2 |
completed | March 7, 2026, 7:59 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69ac8425ab408190a25c0f5db40ae77f |
completed | March 7, 2026, 8:01 p.m. |
Created at: March 1, 2026, 7:46 p.m.