Triple
T28458473
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | MMV |
E716782
|
entity |
| Predicate | associatedWithTransportationSector |
P23255
|
FINISHED |
| Object | aviation |
—
|
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: aviation | Statement: [MMV, associatedWithTransportationSector, aviation]
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: associatedWithTransportationSector Context triple: [MMV, associatedWithTransportationSector, aviation]
-
A.
transportationSector
chosen
Indicates a relationship where an entity is involved in, associated with, or classified as part of the transportation sector or transportation-related activities.
-
B.
associatedWithEconomicSector
Indicates that an entity has a connection or involvement with a particular economic sector, such as operating, participating, or being relevant within that sector.
-
C.
associatedWithTransportationInfrastructure
Indicates a relationship where something is connected or related to transportation infrastructure, such as facilities, systems, or structures used for transport.
-
D.
associatedWithAutomotiveIndustry
Indicates a relationship in which an entity is connected or relevant to the automotive industry, such as through products, services, operations, or affiliations.
-
E.
associatedWithCargoTraffic
Indicates a relationship where something is connected to, involved in, or relevant to the movement, handling, or management of cargo traffic.
- 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_69efd6b76f8c8190a7ba908aca280942 |
completed | April 27, 2026, 9:35 p.m. |
| NER | Named-entity recognition | batch_6a016336c58081909c58c5772e6fb488 |
completed | May 11, 2026, 5:03 a.m. |
| PD | Predicate disambiguation | batch_6a0160f25d8081909a6aaa375e9850b0 |
completed | May 11, 2026, 4:54 a.m. |
Created at: April 28, 2026, 1:55 a.m.