Triple
T7842643
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Turlock |
E181842
|
entity |
| Predicate | hasPublicTransit |
P522
|
FINISHED |
| Object |
Turlock Transit
Turlock Transit is the public bus transportation system serving the city of Turlock, California.
|
E698918
|
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: Turlock Transit | Statement: [Turlock, hasPublicTransit, Turlock Transit]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Turlock Transit Context triple: [Turlock, hasPublicTransit, Turlock Transit]
-
A.
Tulare County Area Transit
Tulare County Area Transit is a public transportation system providing local bus services within Tulare and surrounding areas in Tulare County, California.
-
B.
Visalia Transit
Visalia Transit is the primary public bus transportation system serving the city of Visalia and surrounding areas in California.
-
C.
Sonoma County Transit
Sonoma County Transit is the primary public bus system serving communities throughout Sonoma County in Northern California.
-
D.
Clovis Transit
Clovis Transit is the public transportation system serving the city of Clovis, California, providing local bus services and related transit options for residents and visitors.
-
E.
Placer County Transit
Placer County Transit is a public bus transportation system serving communities in Placer County, California, with regional connections into the greater Sacramento area.
- 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: Turlock Transit Triple: [Turlock, hasPublicTransit, Turlock Transit]
Generated description
Turlock Transit is the public bus transportation system serving the city of Turlock, California.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Turlock Transit Target entity description: Turlock Transit is the public bus transportation system serving the city of Turlock, California.
-
A.
Tulare County Area Transit
Tulare County Area Transit is a public transportation system providing local bus services within Tulare and surrounding areas in Tulare County, California.
-
B.
Visalia Transit
Visalia Transit is the primary public bus transportation system serving the city of Visalia and surrounding areas in California.
-
C.
Sonoma County Transit
Sonoma County Transit is the primary public bus system serving communities throughout Sonoma County in Northern California.
-
D.
Clovis Transit
Clovis Transit is the public transportation system serving the city of Clovis, California, providing local bus services and related transit options for residents and visitors.
-
E.
Placer County Transit
Placer County Transit is a public bus transportation system serving communities in Placer County, California, with regional connections into the greater Sacramento area.
- 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_69ca8285d6488190a95d4c02d7354b53 |
completed | March 30, 2026, 2:02 p.m. |
| NER | Named-entity recognition | batch_69cb163b32688190b463a9cd8fa3c690 |
completed | March 31, 2026, 12:32 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69cb5aded4048190b18604963784352c |
completed | March 31, 2026, 5:25 a.m. |
| NEDg | Description generation | batch_69cb762dd8348190bf74be4e7f5df1e7 |
completed | March 31, 2026, 7:22 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69cbb24068908190977b266366e5ceea |
completed | March 31, 2026, 11:38 a.m. |
Created at: March 30, 2026, 4:48 p.m.