Triple

T6704487
Position Surface form Disambiguated ID Type / Status
Subject Palm Bay–Melbourne–Titusville metropolitan area E152964 entity
Predicate contains P35 FINISHED
Object Palm Shores, Florida
Palm Shores, Florida is a small town in Brevard County situated along Florida’s Space Coast near Melbourne.
 E633988 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: Palm Shores, Florida | Statement: [Palm Bay–Melbourne–Titusville metropolitan area, contains, Palm Shores, Florida]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Palm Shores, Florida
Context triple: [Palm Bay–Melbourne–Titusville metropolitan area, contains, Palm Shores, 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. Riviera Beach
    Riviera Beach is a coastal city in Palm Beach County, Florida, known for its marina, beaches, and proximity to the Port of Palm Beach.
  • C. Pembroke Pines, Florida
    Pembroke Pines, Florida is a large suburban city in South Florida known for its family-oriented communities, extensive parks, and proximity to both Miami and Fort Lauderdale.
  • D. Palm Coast, Florida
    Palm Coast, Florida is a planned coastal city in Flagler County known for its residential communities, proximity to Atlantic beaches, and location between St. Augustine and Daytona Beach.
  • E. Palm Bay
    Palm Bay is a coastal city in east-central Florida known for its residential communities, access to the Indian River Lagoon, and role within the Space Coast region.
  • 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: Palm Shores, Florida
Triple: [Palm Bay–Melbourne–Titusville metropolitan area, contains, Palm Shores, Florida]
Generated description
Palm Shores, Florida is a small town in Brevard County situated along Florida’s Space Coast near Melbourne.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Palm Shores, Florida
Target entity description: Palm Shores, Florida is a small town in Brevard County situated along Florida’s Space Coast near Melbourne.
  • 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. Riviera Beach
    Riviera Beach is a coastal city in Palm Beach County, Florida, known for its marina, beaches, and proximity to the Port of Palm Beach.
  • C. Pembroke Pines, Florida
    Pembroke Pines, Florida is a large suburban city in South Florida known for its family-oriented communities, extensive parks, and proximity to both Miami and Fort Lauderdale.
  • D. Palm Coast, Florida
    Palm Coast, Florida is a planned coastal city in Flagler County known for its residential communities, proximity to Atlantic beaches, and location between St. Augustine and Daytona Beach.
  • E. Palm Bay
    Palm Bay is a coastal city in east-central Florida known for its residential communities, access to the Indian River Lagoon, and role within the Space Coast region.
  • 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_69c7616ff6fc8190b4e9e7810be9064b completed March 28, 2026, 5:04 a.m.
NEDg Description generation batch_69c764224d1c81909a0a631e284eb9d6 completed March 28, 2026, 5:16 a.m.
NED2 Entity disambiguation (via description) batch_69c76485b7748190b873b3701178201d completed March 28, 2026, 5:17 a.m.
Created at: March 27, 2026, 2:06 p.m.