Triple

T9550672
Position Surface form Disambiguated ID Type / Status
Subject Southwest Florida International Airport E230412 entity
Predicate serves P98 FINISHED
Object Naples
Naples is a coastal city in southwest Florida known for its upscale shopping, golf courses, and Gulf of Mexico beaches.
 E810758 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: Naples | Statement: [Southwest Florida International Airport, serves, Naples]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Naples
Context triple: [Southwest Florida International Airport, serves, Naples]
  • A. Naples
    Naples is a historic coastal city in southern Italy renowned for its rich cultural heritage, vibrant street life, and as the birthplace of pizza.
  • B. Naples
    Naples is the first-generation AMD EPYC server processor family based on the Zen microarchitecture, designed for high-core-count, data center, and enterprise workloads.
  • C. Nápoles
    Nápoles is a middle- to upper-class residential and commercial neighborhood in Mexico City, known for its modern architecture, the World Trade Center complex, and a mix of offices, restaurants, and apartment buildings.
  • D. Neapoli
    Neapoli is a small town in eastern Crete, Greece, known for its traditional architecture and role as a local administrative and cultural center.
  • E. Palermo
    Palermo is a large, upscale neighborhood in Buenos Aires known for its parks, nightlife, cultural attractions, and trendy dining and shopping areas.
  • 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: Naples
Triple: [Southwest Florida International Airport, serves, Naples]
Generated description
Naples is a coastal city in southwest Florida known for its upscale shopping, golf courses, and Gulf of Mexico beaches.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Naples
Target entity description: Naples is a coastal city in southwest Florida known for its upscale shopping, golf courses, and Gulf of Mexico beaches.
  • A. Naples
    Naples is a historic coastal city in southern Italy renowned for its rich cultural heritage, vibrant street life, and as the birthplace of pizza.
  • B. Naples
    Naples is the first-generation AMD EPYC server processor family based on the Zen microarchitecture, designed for high-core-count, data center, and enterprise workloads.
  • C. Nápoles
    Nápoles is a middle- to upper-class residential and commercial neighborhood in Mexico City, known for its modern architecture, the World Trade Center complex, and a mix of offices, restaurants, and apartment buildings.
  • D. Neapoli
    Neapoli is a small town in eastern Crete, Greece, known for its traditional architecture and role as a local administrative and cultural center.
  • E. Palermo
    Palermo is a 90 nm, low-power, budget-oriented core used in AMD's Sempron line of processors.
  • 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_69ca847d3be8819099c9dad2a7e786f1 completed March 30, 2026, 2:11 p.m.
NER Named-entity recognition batch_69cd991df7308190a56d95f195627513 completed April 1, 2026, 10:15 p.m.
NED1 Entity disambiguation (via context triple) batch_69d178f8f2a48190b06b6128400bd9c2 completed April 4, 2026, 8:47 p.m.
NEDg Description generation batch_69d17a732628819098e50a6ecf47b98c completed April 4, 2026, 8:54 p.m.
NED2 Entity disambiguation (via description) batch_69d17b16d8008190aa9bc71d470be4e5 completed April 4, 2026, 8:56 p.m.
Created at: March 30, 2026, 8:02 p.m.