Triple

T5315424
Position Surface form Disambiguated ID Type / Status
Subject Santa Fe River E119134 entity
Predicate hasSpring P15930 FINISHED
Object Gilchrist Blue Spring
Gilchrist Blue Spring is a large, clear, first-magnitude freshwater spring in north-central Florida known for its vibrant blue waters and popular swimming, snorkeling, and paddling opportunities.
E511042 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: Gilchrist Blue Spring | Statement: [Santa Fe River, hasSpring, Gilchrist Blue Spring]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Gilchrist Blue Spring
Context triple: [Santa Fe River, hasSpring, Gilchrist Blue Spring]
  • A. Ginnie Springs
    Ginnie Springs is a popular privately owned freshwater spring and recreation area in north-central Florida known for its clear blue waters, scuba diving, snorkeling, and camping.
  • B. Ichetucknee Springs
    Ichetucknee Springs is a renowned crystal-clear freshwater spring system in northern Florida, popular for tubing, snorkeling, and wildlife viewing within Ichetucknee Springs State Park.
  • 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. Hunt’s Spring
    Hunt’s Spring was a natural water source in present-day Huntsville, Alabama, around which the original settlement developed and from which the city later took its name.
  • E. 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.
  • 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: Gilchrist Blue Spring
Triple: [Santa Fe River, hasSpring, Gilchrist Blue Spring]
Generated description
Gilchrist Blue Spring is a large, clear, first-magnitude freshwater spring in north-central Florida known for its vibrant blue waters and popular swimming, snorkeling, and paddling opportunities.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Gilchrist Blue Spring
Target entity description: Gilchrist Blue Spring is a large, clear, first-magnitude freshwater spring in north-central Florida known for its vibrant blue waters and popular swimming, snorkeling, and paddling opportunities.
  • A. Ginnie Springs
    Ginnie Springs is a popular privately owned freshwater spring and recreation area in north-central Florida known for its clear blue waters, scuba diving, snorkeling, and camping.
  • B. Ichetucknee Springs
    Ichetucknee Springs is a renowned crystal-clear freshwater spring system in northern Florida, popular for tubing, snorkeling, and wildlife viewing within Ichetucknee Springs State Park.
  • 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. Hunt’s Spring
    Hunt’s Spring was a natural water source in present-day Huntsville, Alabama, around which the original settlement developed and from which the city later took its name.
  • E. 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.
  • 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_69bd446b57bc8190a513d2e6c40314f3 completed March 20, 2026, 12:58 p.m.
NER Named-entity recognition batch_69bd854eb3248190b42a4b52f1c81bef completed March 20, 2026, 5:35 p.m.
NED1 Entity disambiguation (via context triple) batch_69bf110e89548190a5eb0bad6ab0483b completed March 21, 2026, 9:43 p.m.
NEDg Description generation batch_69bf1263876c8190a278f06ad8ac816a completed March 21, 2026, 9:49 p.m.
NED2 Entity disambiguation (via description) batch_69bf12c123008190a0d3f3c23af59819 completed March 21, 2026, 9:50 p.m.
Created at: March 20, 2026, 1:54 p.m.