Triple
T5832040
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Cumberland, Georgia |
E129372
|
entity |
| Predicate | transportHub |
P726
|
FINISHED |
| Object |
Cumberland Transfer Center
Cumberland Transfer Center is a major public transit hub in the Cumberland area of Cobb County, Georgia, serving as a key connection point for local and regional bus routes.
|
E550844
|
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: Cumberland Transfer Center | Statement: [Cumberland, Georgia, transportHub, Cumberland Transfer Center]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Cumberland Transfer Center Context triple: [Cumberland, Georgia, transportHub, Cumberland Transfer Center]
-
A.
Fern Rock Transportation Center
Fern Rock Transportation Center is a major multimodal transit hub in North Philadelphia that serves as a key subway, regional rail, and bus interchange in the SEPTA system.
-
B.
Umstead Correctional Institution
Umstead Correctional Institution is a state-run prison facility located in Butner, North Carolina.
-
C.
Cumberland station
Cumberland station is a Chicago Transit Authority rapid transit stop on the Blue Line serving the city's Northwest Side and nearby suburbs with park-and-ride access to O'Hare International Airport and downtown Chicago.
-
D.
Union Mills
Union Mills is a small village on the Isle of Man, situated just inland from the island’s capital, Douglas.
-
E.
East Transfer Center
East Transfer Center is a major Dallas Area Rapid Transit (DART) bus facility in Dallas, Texas, serving as a key hub for local and regional bus routes.
- 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: Cumberland Transfer Center Triple: [Cumberland, Georgia, transportHub, Cumberland Transfer Center]
Generated description
Cumberland Transfer Center is a major public transit hub in the Cumberland area of Cobb County, Georgia, serving as a key connection point for local and regional bus routes.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Cumberland Transfer Center Target entity description: Cumberland Transfer Center is a major public transit hub in the Cumberland area of Cobb County, Georgia, serving as a key connection point for local and regional bus routes.
-
A.
Fern Rock Transportation Center
Fern Rock Transportation Center is a major multimodal transit hub in North Philadelphia that serves as a key subway, regional rail, and bus interchange in the SEPTA system.
-
B.
Umstead Correctional Institution
Umstead Correctional Institution is a state-run prison facility located in Butner, North Carolina.
-
C.
Cumberland station
Cumberland station is a Chicago Transit Authority rapid transit stop on the Blue Line serving the city's Northwest Side and nearby suburbs with park-and-ride access to O'Hare International Airport and downtown Chicago.
-
D.
Union Mills
Union Mills is a small village on the Isle of Man, situated just inland from the island’s capital, Douglas.
-
E.
East Transfer Center
East Transfer Center is a major Dallas Area Rapid Transit (DART) bus facility in Dallas, Texas, serving as a key hub for local and regional bus routes.
- 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_69c00849d55481908b4f9f5543e0bf6d |
completed | March 22, 2026, 3:18 p.m. |
| NER | Named-entity recognition | batch_69c0346c331c8190bac050d425961485 |
completed | March 22, 2026, 6:26 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c0a19010008190af5600a035246c1a |
completed | March 23, 2026, 2:12 a.m. |
| NEDg | Description generation | batch_69c0a223129081908288d90f7cf51668 |
completed | March 23, 2026, 2:14 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69c0a294ba748190a86ec8400df73237 |
completed | March 23, 2026, 2:16 a.m. |
Created at: March 22, 2026, 3:54 p.m.