Triple
T3710125
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | North County Transit District |
E80989
|
entity |
| Predicate | operates |
P24
|
FINISHED |
| Object |
SPRINTER
SPRINTER is a light rail service in northern San Diego County, California, providing east–west transit between Oceanside and Escondido.
|
E381791
|
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: SPRINTER | Statement: [North County Transit District, operates, SPRINTER]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: SPRINTER Context triple: [North County Transit District, operates, SPRINTER]
-
A.
Sprinter
Sprinter is a family of British diesel multiple-unit passenger trains widely used on regional and local services across the UK rail network.
-
B.
NS Sprinter
NS Sprinter is a type of Dutch commuter train service operated by Nederlandse Spoorwegen, providing frequent local connections between nearby railway stations.
-
C.
FrontRunner
FrontRunner is a commuter rail service in Utah that runs along the Wasatch Front, connecting major cities from Ogden through Salt Lake City to Provo.
-
D.
Vitesse
Vitesse is a professional Dutch football club based in Arnhem that competes in the country's top leagues and European competitions.
-
E.
Rider
Rider is a cross-platform integrated development environment by JetBrains, widely used for .NET and C# development.
- 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: SPRINTER Triple: [North County Transit District, operates, SPRINTER]
Generated description
SPRINTER is a light rail service in northern San Diego County, California, providing east–west transit between Oceanside and Escondido.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: SPRINTER Target entity description: SPRINTER is a light rail service in northern San Diego County, California, providing east–west transit between Oceanside and Escondido.
-
A.
Sprinter
Sprinter is a family of British diesel multiple-unit passenger trains widely used on regional and local services across the UK rail network.
-
B.
NS Sprinter
NS Sprinter is a type of Dutch commuter train service operated by Nederlandse Spoorwegen, providing frequent local connections between nearby railway stations.
-
C.
FrontRunner
FrontRunner is a commuter rail service in Utah that runs along the Wasatch Front, connecting major cities from Ogden through Salt Lake City to Provo.
-
D.
Vitesse
Vitesse is a professional Dutch football club based in Arnhem that competes in the country's top leagues and European competitions.
-
E.
Rider
Rider is a cross-platform integrated development environment by JetBrains, widely used for .NET and C# development.
- 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_69ad8b1793888190a5f70e4b21dc05a1 |
completed | March 8, 2026, 2:43 p.m. |
| NER | Named-entity recognition | batch_69adc584b86c8190ba1a1073da440b07 |
completed | March 8, 2026, 6:52 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b4ce052660819089ad899a20b8a720 |
completed | March 14, 2026, 2:55 a.m. |
| NEDg | Description generation | batch_69b4cf85b968819085dad34a80767984 |
completed | March 14, 2026, 3:01 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69b4cfecf2bc8190afb3bd8ebfd3cc64 |
completed | March 14, 2026, 3:03 a.m. |
Created at: March 8, 2026, 3:33 p.m.