Triple
T5032816
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Atlanta urban area |
E113345
|
entity |
| Predicate | hasCommuterRailOrBusSystem |
P20704
|
FINISHED |
| Object | Xpress GA |
E65159
|
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: Xpress GA | Statement: [Atlanta urban area, hasCommuterRailOrBusSystem, Xpress GA]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Xpress GA Context triple: [Atlanta urban area, hasCommuterRailOrBusSystem, Xpress GA]
-
A.
Xpress GA
chosen
Xpress GA is a regional commuter bus service in Georgia that connects suburban areas like Clayton County with major employment and activity centers in the Atlanta metropolitan area.
-
B.
G6 GXP
The G6 GXP is a high-performance, sport-oriented variant of the Pontiac G6 midsize car, featuring more powerful engines and aggressive styling.
-
C.
G.826x
G.826x is an ITU-T standards series that defines methods and requirements for packet-based frequency and time synchronization in telecommunications networks.
-
D.
Fox X-Press
Fox X-Press was an earlier Fox News Channel morning program that served as the predecessor to the network’s flagship morning show, Fox & Friends.
-
E.
G8 GXP
The G8 GXP is the high-performance, V8-powered flagship variant of the Pontiac G8 sedan, known for its powerful engine and sport-tuned handling.
- 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: hasCommuterRailOrBusSystem Context triple: [Atlanta urban area, hasCommuterRailOrBusSystem, Xpress GA]
-
A.
hasMajorPublicTransitSystem
Indicates that a place possesses a significant, widely used public transportation network (such as buses, subways, or trains) that serves a large portion of its population.
-
B.
hasPublicTransitProvider
chosen
Indicates that a place or region is served by a specific public transit operating organization or agency.
-
C.
hasPublicTransitMode
Indicates that a location, route, or service is associated with or supports a specific mode of public transportation (e.g., bus, train, tram).
-
D.
hasLightRailSystem
Indicates that a place possesses and operates a light rail transit system.
-
E.
hasPublicTransitFunction
Indicates that something serves a role or provides a service related to public transportation operations or infrastructure.
- 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_69bd443775e48190a646ffbfc4334723 |
completed | March 20, 2026, 12:57 p.m. |
| NER | Named-entity recognition | batch_69bd73b4d1708190aa1fa63104555f8a |
completed | March 20, 2026, 4:20 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69be9c71b2f081908c5c4c1d9ba1ccf4 |
completed | March 21, 2026, 1:26 p.m. |
| PD | Predicate disambiguation | batch_69bd71509e9c8190a60c1d8d04936a12 |
completed | March 20, 2026, 4:09 p.m. |
Created at: March 20, 2026, 1:36 p.m.