Triple
T3829338
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | MARTA Bus |
E88771
|
entity |
| Predicate | fareSystem |
P395
|
FINISHED |
| Object |
Breeze Ticket
Breeze Ticket is MARTA’s reloadable smart fare card used for paying bus and rail fares in the Atlanta public transit system.
|
E390194
|
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: Breeze Ticket | Statement: [MARTA Bus, fareSystem, Breeze Ticket]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Breeze Ticket Context triple: [MARTA Bus, fareSystem, Breeze Ticket]
-
A.
Nol Red Ticket
Nol Red Ticket is a disposable, low-cost public transport card used by visitors and occasional riders to pay fares across Dubai’s metro, bus, and other RTA services.
-
B.
CharlieTicket
CharlieTicket is a reusable paper smart card used for paying fares on Boston’s MBTA public transit system.
-
C.
EASY Ticket
EASY Ticket is a rechargeable smart fare card used by Miami-Dade Metrorail and related transit services for convenient electronic payment of rides.
-
D.
The Price of the Ticket
The Price of the Ticket is a powerful James Baldwin essay that examines the personal and societal costs of Black existence and identity in the United States.
-
E.
Telecharge ticketing service
Telecharge ticketing service is a major theater ticketing platform in the United States, best known for selling Broadway and off-Broadway tickets, particularly for productions in Shubert-owned venues.
- 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: Breeze Ticket Triple: [MARTA Bus, fareSystem, Breeze Ticket]
Generated description
Breeze Ticket is MARTA’s reloadable smart fare card used for paying bus and rail fares in the Atlanta public transit system.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Breeze Ticket Target entity description: Breeze Ticket is MARTA’s reloadable smart fare card used for paying bus and rail fares in the Atlanta public transit system.
-
A.
Nol Red Ticket
Nol Red Ticket is a disposable, low-cost public transport card used by visitors and occasional riders to pay fares across Dubai’s metro, bus, and other RTA services.
-
B.
CharlieTicket
CharlieTicket is a reusable paper smart card used for paying fares on Boston’s MBTA public transit system.
-
C.
EASY Ticket
EASY Ticket is a rechargeable smart fare card used by Miami-Dade Metrorail and related transit services for convenient electronic payment of rides.
-
D.
The Price of the Ticket
The Price of the Ticket is a powerful James Baldwin essay that examines the personal and societal costs of Black existence and identity in the United States.
-
E.
Telecharge ticketing service
Telecharge ticketing service is a major theater ticketing platform in the United States, best known for selling Broadway and off-Broadway tickets, particularly for productions in Shubert-owned venues.
- 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_69aed9538cf881909d9ce8ca4ac7c18c |
completed | March 9, 2026, 2:29 p.m. |
| NER | Named-entity recognition | batch_69aeeb683c2081908ffa6e759a3470fe |
completed | March 9, 2026, 3:46 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b4fb54636c8190a46224e0a8215e26 |
completed | March 14, 2026, 6:08 a.m. |
| NEDg | Description generation | batch_69b4fc1d144881908affcdae84a3c395 |
completed | March 14, 2026, 6:11 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69b4fc942b588190985b191376289258 |
completed | March 14, 2026, 6:13 a.m. |
Created at: March 9, 2026, 3:17 p.m.