Triple

T23024586
Position Surface form Disambiguated ID Type / Status
Subject Broad Causeway E573267 entity
Predicate partOf P40 FINISHED
Object Miami metropolitan area transportation network
The Miami metropolitan area transportation network is an interconnected system of highways, causeways, public transit, and local roads that links Miami and its surrounding communities across the mainland and barrier islands.
E1566470 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: Miami metropolitan area transportation network | Statement: [Broad Causeway, partOf, Miami metropolitan area transportation network]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Miami metropolitan area transportation network
Context triple: [Broad Causeway, partOf, Miami metropolitan area transportation network]
  • A. Detroit metropolitan transportation network
    The Detroit metropolitan transportation network is an integrated system of highways, public transit, and regional connections that supports commuter, commercial, and cross-border travel throughout the greater Detroit area.
  • B. Atlanta metropolitan area transit network
    The Atlanta metropolitan area transit network is the interconnected system of public transportation services—primarily buses and rail—serving Atlanta and its surrounding counties.
  • C. Chicago metropolitan transportation network
    The Chicago metropolitan transportation network is an extensive, multimodal system of roads, railways, buses, and airports that connects the city of Chicago with its surrounding suburbs and regional destinations.
  • D. Miami metropolitan area
    The Miami metropolitan area is a major South Florida urban region centered on Miami, known for its large population, cultural diversity, international finance and trade, and status as a gateway to Latin America.
  • E. Boston transportation network
    The Boston transportation network is an integrated system of subway, commuter rail, bus, and roadway infrastructure that connects neighborhoods within Boston and links the city to the greater New England 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: Miami metropolitan area transportation network
Triple: [Broad Causeway, partOf, Miami metropolitan area transportation network]
Generated description
The Miami metropolitan area transportation network is an interconnected system of highways, causeways, public transit, and local roads that links Miami and its surrounding communities across the mainland and barrier islands.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Miami metropolitan area transportation network
Target entity description: The Miami metropolitan area transportation network is an interconnected system of highways, causeways, public transit, and local roads that links Miami and its surrounding communities across the mainland and barrier islands.
  • A. Detroit metropolitan transportation network
    The Detroit metropolitan transportation network is an integrated system of highways, public transit, and regional connections that supports commuter, commercial, and cross-border travel throughout the greater Detroit area.
  • B. Atlanta metropolitan area transit network
    The Atlanta metropolitan area transit network is the interconnected system of public transportation services—primarily buses and rail—serving Atlanta and its surrounding counties.
  • C. Chicago metropolitan transportation network
    The Chicago metropolitan transportation network is an extensive, multimodal system of roads, railways, buses, and airports that connects the city of Chicago with its surrounding suburbs and regional destinations.
  • D. Miami metropolitan area
    The Miami metropolitan area is a major South Florida urban region centered on Miami, known for its large population, cultural diversity, international finance and trade, and status as a gateway to Latin America.
  • E. Boston transportation network
    The Boston transportation network is an integrated system of subway, commuter rail, bus, and roadway infrastructure that connects neighborhoods within Boston and links the city to the greater New England 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_69e245b821008190b0e09cb02092aae1 completed April 17, 2026, 2:37 p.m.
NER Named-entity recognition batch_69f1847c671c8190a8095051d8c3cf93 completed April 29, 2026, 4:09 a.m.
NED1 Entity disambiguation (via context triple) batch_6a0bf2afe2788190844de1fc670d661b completed May 19, 2026, 5:18 a.m.
NEDg Description generation batch_6a0bfa3b17c88190b5f2d6386f157f72 completed May 19, 2026, 5:50 a.m.
NED2 Entity disambiguation (via description) batch_6a0bfad6a38c8190a77f93dcaab644b7 completed May 19, 2026, 5:53 a.m.
Created at: April 17, 2026, 3:52 p.m.