Triple

T6704485
Position Surface form Disambiguated ID Type / Status
Subject Palm Bay–Melbourne–Titusville metropolitan area E152964 entity
Predicate contains P35 FINISHED
Object Melbourne Beach, Florida
Melbourne Beach, Florida is a small coastal town on Florida’s Space Coast known for its Atlantic beaches, sea turtle nesting sites, and relaxed residential atmosphere.
 E636158 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: Melbourne Beach, Florida | Statement: [Palm Bay–Melbourne–Titusville metropolitan area, contains, Melbourne Beach, Florida]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Melbourne Beach, Florida
Context triple: [Palm Bay–Melbourne–Titusville metropolitan area, contains, Melbourne Beach, Florida]
  • A. Indian Harbour Beach, Florida
    Indian Harbour Beach, Florida is a small coastal city on Florida’s Space Coast known for its residential beachside community and proximity to the Atlantic Ocean and Indian River Lagoon.
  • B. Hallandale Beach, Florida
    Hallandale Beach, Florida is a coastal city in southeastern Broward County known for its beaches, casinos, and proximity to Miami.
  • C. Good Harbor Beach
    Good Harbor Beach is a popular sandy ocean beach in Gloucester, Massachusetts, known for its scenic views, family-friendly swimming, and picturesque tidal island access.
  • D. St. Petersburg Beach, Florida
    St. Petersburg Beach, Florida is a coastal city on Florida’s Gulf Coast known for its white-sand beaches, resort hotels, and role as a picturesque backdrop for various film productions.
  • E. St. Augustine Beach, Florida
    St. Augustine Beach, Florida is a coastal city on Anastasia Island known for its wide sandy beaches, fishing pier, and laid-back seaside atmosphere near historic St. Augustine.
  • 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: Melbourne Beach, Florida
Triple: [Palm Bay–Melbourne–Titusville metropolitan area, contains, Melbourne Beach, Florida]
Generated description
Melbourne Beach, Florida is a small coastal town on Florida’s Space Coast known for its Atlantic beaches, sea turtle nesting sites, and relaxed residential atmosphere.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Melbourne Beach, Florida
Target entity description: Melbourne Beach, Florida is a small coastal town on Florida’s Space Coast known for its Atlantic beaches, sea turtle nesting sites, and relaxed residential atmosphere.
  • A. Indian Harbour Beach, Florida
    Indian Harbour Beach, Florida is a small coastal city on Florida’s Space Coast known for its residential beachside community and proximity to the Atlantic Ocean and Indian River Lagoon.
  • B. Hallandale Beach, Florida
    Hallandale Beach, Florida is a coastal city in southeastern Broward County known for its beaches, casinos, and proximity to Miami.
  • C. Good Harbor Beach
    Good Harbor Beach is a popular sandy ocean beach in Gloucester, Massachusetts, known for its scenic views, family-friendly swimming, and picturesque tidal island access.
  • D. St. Petersburg Beach, Florida
    St. Petersburg Beach, Florida is a coastal city on Florida’s Gulf Coast known for its white-sand beaches, resort hotels, and role as a picturesque backdrop for various film productions.
  • E. St. Augustine Beach, Florida
    St. Augustine Beach, Florida is a coastal city on Anastasia Island known for its wide sandy beaches, fishing pier, and laid-back seaside atmosphere near historic St. Augustine.
  • 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_69c68807adbc8190b8632df42b39eda0 completed March 27, 2026, 1:37 p.m.
NER Named-entity recognition batch_69c6d0e919748190953d893eb61724e7 completed March 27, 2026, 6:48 p.m.
NED1 Entity disambiguation (via context triple) batch_69c77521651c8190aa10d3a7302e2a63 completed March 28, 2026, 6:28 a.m.
NEDg Description generation batch_69c777671e248190b0b9a38f798446d9 completed March 28, 2026, 6:38 a.m.
NED2 Entity disambiguation (via description) batch_69c777c80d6c8190b4e7cd0243c9042e completed March 28, 2026, 6:40 a.m.
Created at: March 27, 2026, 2:06 p.m.