Triple
T15036722
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | All Aboard Florida project |
E378494
|
entity |
| Predicate | initialServiceSegment |
P13843
|
FINISHED |
| Object | Miami–Fort Lauderdale |
E929731
|
NE FINISHED |
How this triple was built (3 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–Fort Lauderdale | Statement: [All Aboard Florida project, initialServiceSegment, Miami–Fort Lauderdale]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Miami–Fort Lauderdale Context triple: [All Aboard Florida project, initialServiceSegment, Miami–Fort Lauderdale]
-
A.
Fort Lauderdale
Fort Lauderdale is a coastal city in South Florida known for its boating canals, beaches, and role as a regional tourism and cultural hub.
-
B.
Fort Lauderdale metropolitan area
The Fort Lauderdale metropolitan area is a major urban region in South Florida centered on the city of Fort Lauderdale, known for its extensive waterways, tourism, and role as an economic and cultural hub.
-
C.
West Palm Beach
West Palm Beach is a coastal city in South Florida known for its waterfront downtown, cultural attractions, and role as a major urban center in Palm Beach County.
-
D.
Miami–Fort Lauderdale–West Palm Beach metropolitan area
chosen
The Miami–Fort Lauderdale–West Palm Beach metropolitan area is a major South Florida urban region along the Atlantic coast, known for its large population, tourism-driven economy, and cultural and financial significance.
-
E.
Miami Triad
The Miami Triad is a historic group of three prominent American college fraternities—Beta Theta Pi, Phi Delta Theta, and Sigma Chi—founded at Miami University in Ohio in the mid-19th century.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: initialServiceSegment Context triple: [All Aboard Florida project, initialServiceSegment, Miami–Fort Lauderdale]
-
A.
initialStage
Indicates that one entity represents the first or starting phase in a sequence, process, or development of another entity.
-
B.
formsInitialSegmentOf
chosen
Indicates that one entity constitutes the starting portion or beginning segment of another, larger entity or sequence.
-
C.
primaryBaseDuringService
Indicates that a particular base or location serves as the main or designated primary base for an entity during a specified period of service.
-
D.
primaryService
Indicates that one entity serves as the main or principal service provided or used in relation to another entity.
-
E.
inServiceFrom
Indicates the time or event from which an entity (such as a service, system, or asset) begins being operationally active or officially in use.
- F. None of above.
Provenance (4 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_69d85cd46b2c819090d054c27787f677 |
completed | April 10, 2026, 2:13 a.m. |
| NER | Named-entity recognition | batch_69ded82b29948190acda49cbec3f927a |
completed | April 15, 2026, 12:13 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69fe9ddfc13481909333690016650410 |
completed | May 9, 2026, 2:37 a.m. |
| PD | Predicate disambiguation | batch_69de9a69d7848190b2b4662dd30f20e9 |
completed | April 14, 2026, 7:50 p.m. |
Created at: April 10, 2026, 2:59 a.m.