Triple

T2512394
Position Surface form Disambiguated ID Type / Status
Subject Palm Beach County, Florida E52731 entity
Predicate contains P35 FINISHED
Object Village of Palm Springs, Florida
Village of Palm Springs, Florida is a small suburban municipality in South Florida known for its residential neighborhoods and proximity to West Palm Beach.
E272712 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: Village of Palm Springs, Florida | Statement: [Palm Beach County, Florida, contains, Village of Palm Springs, Florida]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Village of Palm Springs, Florida
Context triple: [Palm Beach County, Florida, contains, Village of Palm Springs, Florida]
  • A. Springville, Florida
    Springville, Florida is a small unincorporated rural community located in Columbia County in northern Florida.
  • B. Westville, Florida
    Westville, Florida is a small rural town located in the Florida Panhandle.
  • C. Sunny Hills, Florida
    Sunny Hills, Florida is an unincorporated residential community and planned development located in rural Washington County in the Florida Panhandle.
  • D. Village of Florida, New York
    The Village of Florida is a small incorporated community in Orange County, New York, known for its rural character and location within the Hudson Valley region.
  • E. Palm City
    Palm City is a suburban community in Martin County on Florida’s Treasure Coast, known for its residential neighborhoods, golf courses, and proximity to the St. Lucie River.
  • 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: Village of Palm Springs, Florida
Triple: [Palm Beach County, Florida, contains, Village of Palm Springs, Florida]
Generated description
Village of Palm Springs, Florida is a small suburban municipality in South Florida known for its residential neighborhoods and proximity to West Palm Beach.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Village of Palm Springs, Florida
Target entity description: Village of Palm Springs, Florida is a small suburban municipality in South Florida known for its residential neighborhoods and proximity to West Palm Beach.
  • A. Springville, Florida
    Springville, Florida is a small unincorporated rural community located in Columbia County in northern Florida.
  • B. Westville, Florida
    Westville, Florida is a small rural town located in the Florida Panhandle.
  • C. Sunny Hills, Florida
    Sunny Hills, Florida is an unincorporated residential community and planned development located in rural Washington County in the Florida Panhandle.
  • D. Village of Florida, New York
    The Village of Florida is a small incorporated community in Orange County, New York, known for its rural character and location within the Hudson Valley region.
  • E. Palm City
    Palm City is a suburban community in Martin County on Florida’s Treasure Coast, known for its residential neighborhoods, golf courses, and proximity to the St. Lucie River.
  • 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_69ab4958e76481908a235377dd921c9e completed March 6, 2026, 9:38 p.m.
NER Named-entity recognition batch_69abd1efb5c48190a9b47b39a388412b completed March 7, 2026, 7:21 a.m.
NED1 Entity disambiguation (via context triple) batch_69af1faed61481909f13b8a014b39ed3 completed March 9, 2026, 7:29 p.m.
NEDg Description generation batch_69af20e421308190b62a954659537163 completed March 9, 2026, 7:35 p.m.
NED2 Entity disambiguation (via description) batch_69af215e2eec8190a18e41824acf196b completed March 9, 2026, 7:37 p.m.
Created at: March 6, 2026, 9:46 p.m.