Triple
T5793067
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Sun Tran |
E128441
|
entity |
| Predicate | hasSubsidiaryService |
P40817
|
FINISHED |
| Object |
Sun Shuttle
Sun Shuttle is a neighborhood and regional circulator transit service that complements Tucson’s main Sun Tran bus system by providing local and demand-responsive transportation in surrounding communities.
|
E546460
|
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: Sun Shuttle | Statement: [Sun Tran, hasSubsidiaryService, Sun Shuttle]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Sun Shuttle Context triple: [Sun Tran, hasSubsidiaryService, Sun Shuttle]
-
A.
SkyPier
SkyPier is a high-speed ferry terminal at Hong Kong International Airport that provides direct sea-to-air and air-to-sea transfer services between the airport and cities in the Pearl River Delta region.
-
B.
Silverliner
Silverliner is a series of electric multiple-unit commuter railcars used by several transit agencies in the Philadelphia region over multiple generations.
-
C.
Le Shuttle
Le Shuttle is a vehicle-carrying rail service that transports cars, trucks, and passengers through the Channel Tunnel between the United Kingdom and France.
-
D.
Swoop
Swoop is the Philadelphia Eagles’ official bald eagle mascot, known for entertaining fans at games and team events.
-
E.
Swoop
Swoop is the red-tailed hawk mascot representing the University of Utah’s athletic teams.
- 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: Sun Shuttle Triple: [Sun Tran, hasSubsidiaryService, Sun Shuttle]
Generated description
Sun Shuttle is a neighborhood and regional circulator transit service that complements Tucson’s main Sun Tran bus system by providing local and demand-responsive transportation in surrounding communities.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Sun Shuttle Target entity description: Sun Shuttle is a neighborhood and regional circulator transit service that complements Tucson’s main Sun Tran bus system by providing local and demand-responsive transportation in surrounding communities.
-
A.
SkyPier
SkyPier is a high-speed ferry terminal at Hong Kong International Airport that provides direct sea-to-air and air-to-sea transfer services between the airport and cities in the Pearl River Delta region.
-
B.
Silverliner
Silverliner is a series of electric multiple-unit commuter railcars used by several transit agencies in the Philadelphia region over multiple generations.
-
C.
Le Shuttle
Le Shuttle is a vehicle-carrying rail service that transports cars, trucks, and passengers through the Channel Tunnel between the United Kingdom and France.
-
D.
Swoop
Swoop is the Philadelphia Eagles’ official bald eagle mascot, known for entertaining fans at games and team events.
-
E.
Swoop
Swoop is a Canadian ultra-low-cost airline brand operated by WestJet that focuses on no-frills, budget-friendly air travel.
- 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_69c00845ca68819081a2ce3ecca577f7 |
completed | March 22, 2026, 3:18 p.m. |
| NER | Named-entity recognition | batch_69c03360749481908d42fde7a74a754f |
completed | March 22, 2026, 6:22 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c09824c7f0819095565e0f29b3a508 |
completed | March 23, 2026, 1:32 a.m. |
| NEDg | Description generation | batch_69c098a0325c81909a1326b94e40ed50 |
completed | March 23, 2026, 1:34 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69c09943deec819085992c4e44050a34 |
completed | March 23, 2026, 1:37 a.m. |
Created at: March 22, 2026, 3:51 p.m.