Triple
T16324610
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | North Central Florida |
E396380
|
entity |
| Predicate | hasMajorCity |
P316
|
FINISHED |
| Object |
Homosassa Springs
Homosassa Springs is a small Florida community and popular eco-tourism destination known for its natural springs, manatees, and wildlife park.
|
E1207550
|
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: Homosassa Springs | Statement: [North Central Florida, hasMajorCity, Homosassa Springs]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Homosassa Springs Context triple: [North Central Florida, hasMajorCity, Homosassa Springs]
-
A.
Quitobaquito Springs
Quitobaquito Springs is a rare desert oasis and culturally significant natural water source located along the U.S.–Mexico border in southern Arizona.
-
B.
Fuquay Springs
Fuquay Springs was a former North Carolina town, known historically as a mineral spring resort community, that later became part of the town of Fuquay-Varina.
-
C.
Wakulla Springs
Wakulla Springs is one of the world’s largest and deepest freshwater springs, renowned for its crystal-clear waters, rich wildlife, and historic state park in northern Florida.
-
D.
Manatee Springs
Manatee Springs is an aquatic-themed exhibit at the Cincinnati Zoo & Botanical Garden that showcases manatees and other freshwater wildlife in a naturalistic habitat.
-
E.
San Marcos Springs
San Marcos Springs is a major natural spring system in central Texas known for its clear, constant-temperature waters that feed the San Marcos River and support diverse aquatic ecosystems.
- 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: Homosassa Springs Triple: [North Central Florida, hasMajorCity, Homosassa Springs]
Generated description
Homosassa Springs is a small Florida community and popular eco-tourism destination known for its natural springs, manatees, and wildlife park.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Homosassa Springs Target entity description: Homosassa Springs is a small Florida community and popular eco-tourism destination known for its natural springs, manatees, and wildlife park.
-
A.
Quitobaquito Springs
Quitobaquito Springs is a rare desert oasis and culturally significant natural water source located along the U.S.–Mexico border in southern Arizona.
-
B.
Fuquay Springs
Fuquay Springs was a former North Carolina town, known historically as a mineral spring resort community, that later became part of the town of Fuquay-Varina.
-
C.
Wakulla Springs
Wakulla Springs is one of the world’s largest and deepest freshwater springs, renowned for its crystal-clear waters, rich wildlife, and historic state park in northern Florida.
-
D.
Manatee Springs
Manatee Springs is an aquatic-themed exhibit at the Cincinnati Zoo & Botanical Garden that showcases manatees and other freshwater wildlife in a naturalistic habitat.
-
E.
San Marcos Springs
San Marcos Springs is a major natural spring system in central Texas known for its clear, constant-temperature waters that feed the San Marcos River and support diverse aquatic ecosystems.
- 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_69d87f255b788190a400eba031dd85d8 |
completed | April 10, 2026, 4:40 a.m. |
| NER | Named-entity recognition | batch_69e296b8fe988190adee72b23246052f |
completed | April 17, 2026, 8:23 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a00260ca9f08190aa95560fea482dd4 |
completed | May 10, 2026, 6:30 a.m. |
| NEDg | Description generation | batch_6a0027a095508190b7c6fd56af289e7b |
completed | May 10, 2026, 6:37 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a00282d9b0c81908031404c41b3baa5 |
completed | May 10, 2026, 6:39 a.m. |
Created at: April 10, 2026, 5:06 a.m.