Triple
T29058884
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Stuttgart bus network |
E735468
|
entity |
| Predicate | hasAdditionalOperator |
P181232
|
FINISHED |
| Object | private bus companies under contract to VVS |
—
|
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: private bus companies under contract to VVS | Statement: [Stuttgart bus network, hasAdditionalOperator, private bus companies under contract to VVS]
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: hasAdditionalOperator Context triple: [Stuttgart bus network, hasAdditionalOperator, private bus companies under contract to VVS]
-
A.
hasComplementaryOperator
Indicates that one operator is associated with another operator that performs a complementary or inverse function to it.
-
B.
hasBasedOperators
Indicates that something is defined, constructed, or operates using a specified set of base operators.
-
C.
hasMajorOperator
Indicates that an entity is primarily operated, managed, or run by a specified main operator or organization.
-
D.
hasOperatorSection
Indicates that something includes or is associated with a specific section intended for operators or operational use.
-
E.
involvesOperator
Indicates that a given process, action, or relationship includes or makes use of a specific operator as a participating element.
- F. None of above. chosen
Provenance (4 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_69f077e85498819088b65186550da8cd |
completed | April 28, 2026, 9:03 a.m. |
| NER | Named-entity recognition | batch_69f7675b12848190a3569cfda29c5b0e |
completed | May 3, 2026, 3:18 p.m. |
| PD | Predicate disambiguation | batch_69f762f4b59481909f70074f11825bfb |
completed | May 3, 2026, 3 p.m. |
| PDg | Predicate description generation | batch_69f76759b3c48190ad8f1b33596f98c4 |
completed | May 3, 2026, 3:18 p.m. |
Created at: April 28, 2026, 10:13 a.m.