Triple
T911687
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Live Oak, Florida |
E19672
|
entity |
| Predicate | locatedNearNaturalFeature |
P1094
|
FINISHED |
| Object |
Royal Springs
Royal Springs is a popular natural freshwater spring and recreation area in northern Florida known for swimming, diving, and scenic surroundings.
|
E107537
|
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: Royal Springs | Statement: [Live Oak, Florida, locatedNearNaturalFeature, Royal Springs]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Royal Springs Context triple: [Live Oak, Florida, locatedNearNaturalFeature, Royal Springs]
-
A.
Groveland
Groveland is a small unincorporated community in California’s Sierra Nevada foothills, known as a gateway town for visitors traveling to Yosemite National Park.
-
B.
Juneautown
Juneautown was one of the original 19th-century settlements that later became part of the city of Milwaukee, Wisconsin.
-
C.
Robin Lake Beach
Robin Lake Beach is a large man-made recreational beach and swimming area within Callaway Gardens in Pine Mountain, Georgia, known for its white sand, water activities, and seasonal events.
-
D.
Vails Corners
Vails Corners is a small hamlet located within the Town of Southeast in Putnam County, New York.
-
E.
Kanesville
Kanesville was the mid-19th-century Mormon settlement that later became the city of Council Bluffs, Iowa.
- 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: Royal Springs Triple: [Live Oak, Florida, locatedNearNaturalFeature, Royal Springs]
Generated description
Royal Springs is a popular natural freshwater spring and recreation area in northern Florida known for swimming, diving, and scenic surroundings.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Royal Springs Target entity description: Royal Springs is a popular natural freshwater spring and recreation area in northern Florida known for swimming, diving, and scenic surroundings.
-
A.
Groveland
Groveland is a small unincorporated community in California’s Sierra Nevada foothills, known as a gateway town for visitors traveling to Yosemite National Park.
-
B.
Juneautown
Juneautown was one of the original 19th-century settlements that later became part of the city of Milwaukee, Wisconsin.
-
C.
Robin Lake Beach
Robin Lake Beach is a large man-made recreational beach and swimming area within Callaway Gardens in Pine Mountain, Georgia, known for its white sand, water activities, and seasonal events.
-
D.
Vails Corners
Vails Corners is a small hamlet located within the Town of Southeast in Putnam County, New York.
-
E.
Kanesville
Kanesville was the mid-19th-century Mormon settlement that later became the city of Council Bluffs, Iowa.
- 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_69a4939f91a08190ba68c2c81eab90fe |
completed | March 1, 2026, 7:29 p.m. |
| NER | Named-entity recognition | batch_69a4b74b789c8190b174f9b17dc46f9e |
completed | March 1, 2026, 10:01 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69a7c73d5bdc8190828cdf9f54e33a46 |
completed | March 4, 2026, 5:46 a.m. |
| NEDg | Description generation | batch_69a7c8c148708190bfdee5a55ab6d149 |
completed | March 4, 2026, 5:53 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69a7ca1e37f4819086cda13a446642e2 |
completed | March 4, 2026, 5:58 a.m. |
Created at: March 1, 2026, 7:39 p.m.