Triple
T37449237
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Knoxville regional transportation network |
E930632
|
entity |
| Predicate | includesTransitService |
P192554
|
FINISHED |
| Object | fixed-route bus service |
—
|
LITERAL FINISHED |
How this triple was built (2 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: fixed-route bus service | Statement: [Knoxville regional transportation network, includesTransitService, fixed-route bus service]
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: includesTransitService Context triple: [Knoxville regional transportation network, includesTransitService, fixed-route bus service]
-
A.
hasTransitServiceType
chosen
Indicates that a transit service is associated with a specific type or category of service (e.g., bus, rail, express).
-
B.
hasTransportServices
Indicates that one entity provides or operates transport services for, or in connection with, another entity or location.
-
C.
appliesToTransitSystem
Indicates that something (such as a rule, policy, feature, or condition) is relevant or applicable to a particular transit or transportation system.
-
D.
isCommuterService
Indicates that a transportation service operates primarily to carry passengers on regular, often short-distance routes between residential areas and workplaces or other daily destinations.
-
E.
hasCommuterServices
Indicates that a location or facility provides transportation services specifically intended for regular commuters, such as daily or frequent travelers between home and work or school.
- F. None of above.
Provenance (3 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_69f76ec0b9488190b7a4fae632bd1d2f |
completed | May 3, 2026, 3:50 p.m. |
| NER | Named-entity recognition | batch_6a037c8efcd4819088c2aeead65d93df |
completed | May 12, 2026, 7:16 p.m. |
| PD | Predicate disambiguation | batch_6a037a13a1308190a202df66f4781855 |
completed | May 12, 2026, 7:05 p.m. |
Created at: May 3, 2026, 4:17 p.m.