Triple

T3680777
Position Surface form Disambiguated ID Type / Status
Subject Hamilton County, Florida E78104 entity
Predicate hasCommunity P2605 FINISHED
Object White Springs, Florida
White Springs, Florida is a small historic town in northern Florida known for its natural springs, outdoor recreation, and role as a gateway to the Suwannee River.
E380760 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: White Springs, Florida | Statement: [Hamilton County, Florida, hasCommunity, White Springs, Florida]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: White Springs, Florida
Context triple: [Hamilton County, Florida, hasCommunity, White Springs, Florida]
  • A. DeFuniak Springs, Florida
    DeFuniak Springs is a small historic city in Florida’s Panhandle known for its perfectly round spring-fed lake and well-preserved Victorian-era architecture.
  • B. Green Cove Springs, Florida
    Green Cove Springs, Florida is a small historic city in Clay County known for its natural sulfur springs and location along the St. Johns River within the greater Jacksonville area.
  • C. Fort White, Florida
    Fort White, Florida is a small rural town in northern Florida known for its proximity to natural springs and outdoor recreation areas.
  • D. Springville, Florida
    Springville, Florida is a small unincorporated rural community located in Columbia County in northern Florida.
  • E. Springfield, Florida
    Springfield, Florida is a small city in Bay County near Panama City, known as a residential community in Florida’s Panhandle.
  • 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: White Springs, Florida
Triple: [Hamilton County, Florida, hasCommunity, White Springs, Florida]
Generated description
White Springs, Florida is a small historic town in northern Florida known for its natural springs, outdoor recreation, and role as a gateway to the Suwannee River.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: White Springs, Florida
Target entity description: White Springs, Florida is a small historic town in northern Florida known for its natural springs, outdoor recreation, and role as a gateway to the Suwannee River.
  • A. DeFuniak Springs, Florida
    DeFuniak Springs is a small historic city in Florida’s Panhandle known for its perfectly round spring-fed lake and well-preserved Victorian-era architecture.
  • B. Green Cove Springs, Florida
    Green Cove Springs, Florida is a small historic city in Clay County known for its natural sulfur springs and location along the St. Johns River within the greater Jacksonville area.
  • C. Fort White, Florida
    Fort White, Florida is a small rural town in northern Florida known for its proximity to natural springs and outdoor recreation areas.
  • D. Springville, Florida
    Springville, Florida is a small unincorporated rural community located in Columbia County in northern Florida.
  • E. Springfield, Florida
    Springfield, Florida is a small city in Bay County near Panama City, known as a residential community in Florida’s Panhandle.
  • 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_69ad85e18c1c8190be8aafb227f39f48 completed March 8, 2026, 2:21 p.m.
NER Named-entity recognition batch_69adc49153ec81909ff3a3df54416d0e completed March 8, 2026, 6:48 p.m.
NED1 Entity disambiguation (via context triple) batch_69b4c3ae61908190beefd0df317b5eca completed March 14, 2026, 2:10 a.m.
NEDg Description generation batch_69b4c79cc8148190af8abfb393232a60 completed March 14, 2026, 2:27 a.m.
NED2 Entity disambiguation (via description) batch_69b4c94ccb5c819092d1ab8246e44108 completed March 14, 2026, 2:34 a.m.
Created at: March 8, 2026, 3:25 p.m.