Triple

T23131865
Position Surface form Disambiguated ID Type / Status
Subject Glades County, Florida E577189 entity
Predicate containsUnincorporatedCommunity P6345 FINISHED
Object Palmdale, Florida
Palmdale, Florida is a small rural unincorporated community in south-central Florida known for its proximity to the Caloosahatchee River and surrounding agricultural and natural areas.
E1573015 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: Palmdale, Florida | Statement: [Glades County, Florida, containsUnincorporatedCommunity, Palmdale, Florida]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Palmdale, Florida
Context triple: [Glades County, Florida, containsUnincorporatedCommunity, Palmdale, Florida]
  • A. Palm Valley, Florida
    Palm Valley, Florida is an unincorporated coastal community in northeastern Florida known for its residential neighborhoods along the Intracoastal Waterway near Ponte Vedra Beach.
  • B. Fruitland Park, Florida
    Fruitland Park, Florida is a small city in central Florida known for its residential communities, proximity to The Villages, and location within the Orlando–Kissimmee–Sanford metropolitan area.
  • C. East Palatka, Florida
    East Palatka, Florida is an unincorporated community in Putnam County located across the St. Johns River from the city of Palatka in northeastern Florida.
  • D. Shalimar, Florida
    Shalimar, Florida is a small town in the Florida Panhandle known for its residential communities and proximity to Eglin Air Force Base along the Emerald Coast.
  • E. Paxton, Florida
    Paxton, Florida is a small town in the Florida Panhandle near the Alabama border, known for its rural character and tight-knit community.
  • 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: Palmdale, Florida
Triple: [Glades County, Florida, containsUnincorporatedCommunity, Palmdale, Florida]
Generated description
Palmdale, Florida is a small rural unincorporated community in south-central Florida known for its proximity to the Caloosahatchee River and surrounding agricultural and natural areas.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Palmdale, Florida
Target entity description: Palmdale, Florida is a small rural unincorporated community in south-central Florida known for its proximity to the Caloosahatchee River and surrounding agricultural and natural areas.
  • A. Palm Valley, Florida
    Palm Valley, Florida is an unincorporated coastal community in northeastern Florida known for its residential neighborhoods along the Intracoastal Waterway near Ponte Vedra Beach.
  • B. Fruitland Park, Florida
    Fruitland Park, Florida is a small city in central Florida known for its residential communities, proximity to The Villages, and location within the Orlando–Kissimmee–Sanford metropolitan area.
  • C. East Palatka, Florida
    East Palatka, Florida is an unincorporated community in Putnam County located across the St. Johns River from the city of Palatka in northeastern Florida.
  • D. Shalimar, Florida
    Shalimar, Florida is a small town in the Florida Panhandle known for its residential communities and proximity to Eglin Air Force Base along the Emerald Coast.
  • E. Paxton, Florida
    Paxton, Florida is a small town in the Florida Panhandle near the Alabama border, known for its rural character and tight-knit community.
  • 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_69e245f7b0e481909c473ff4e6a54e2c completed April 17, 2026, 2:38 p.m.
NER Named-entity recognition batch_69f18e88909881908c695cd7d39d380c completed April 29, 2026, 4:52 a.m.
NED1 Entity disambiguation (via context triple) batch_6a0c30872b5c81909433a0e3c9e3af00 completed May 19, 2026, 9:42 a.m.
NEDg Description generation batch_6a0c31f385a881908283a8b079c4128a completed May 19, 2026, 9:48 a.m.
NED2 Entity disambiguation (via description) batch_6a0c32ece3148190a22881d69c42e948 completed May 19, 2026, 9:52 a.m.
Created at: April 17, 2026, 4 p.m.