Triple
T15036723
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | All Aboard Florida project |
E378494
|
entity |
| Predicate | extendedServiceSegment |
P46757
|
FINISHED |
| Object | Miami–West Palm Beach |
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–West Palm Beach | Statement: [All Aboard Florida project, extendedServiceSegment, Miami–West Palm Beach]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Miami–West Palm Beach Context triple: [All Aboard Florida project, extendedServiceSegment, Miami–West Palm Beach]
-
A.
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.
-
B.
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.
-
C.
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.
-
D.
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.
-
E.
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.
- 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: extendedServiceSegment Context triple: [All Aboard Florida project, extendedServiceSegment, Miami–West Palm Beach]
-
A.
serviceExtendedTo
chosen
Indicates that a service has been made available or expanded to include a particular entity, location, or group.
-
B.
extendedFor
Indicates that something has been lengthened in duration, scope, or extent specifically for the benefit or use of another entity.
-
C.
extendedIn
Indicates that one entity continues, prolongs, or expands the scope, duration, or range of another entity.
-
D.
extendedBy
Indicates that one entity builds upon, enlarges, or adds to the scope, functionality, or duration of another entity.
-
E.
extendedInCase
Indicates that one entity is lengthened, prolonged, or expanded when a particular condition or case applies.
- 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_69fea5b75c04819085996a7f88ab6c38 |
completed | May 9, 2026, 3:10 a.m. |
| PD | Predicate disambiguation | batch_69de9a69d7848190b2b4662dd30f20e9 |
completed | April 14, 2026, 7:50 p.m. |
Created at: April 10, 2026, 2:59 a.m.