Triple
T26869498
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Expo 2000 Hannover |
E676568
|
entity |
| Predicate | transportImprovement |
P140143
|
FINISHED |
| Object | upgrades to Hanover public transport |
—
|
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: upgrades to Hanover public transport | Statement: [Expo 2000 Hannover, transportImprovement, upgrades to Hanover public transport]
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: transportImprovement Context triple: [Expo 2000 Hannover, transportImprovement, upgrades to Hanover public transport]
-
A.
hasRoadImprovements
Indicates that road-related enhancements, upgrades, or maintenance activities have been carried out or are planned for a given location or roadway segment.
-
B.
transportDevelopment
chosen
Indicates the development or improvement of transportation systems, infrastructure, or services connecting places or entities.
-
C.
usedTransportationInfrastructure
Indicates that an entity made use of some form of transportation infrastructure (such as roads, railways, or ports) to enable movement or transit.
-
D.
hasRoadImprovementProject
Indicates that there is a planned, ongoing, or completed project aimed at improving or upgrading a road or roadway infrastructure between the related entities.
-
E.
trailInfrastructure
Indicates that there is built or maintained infrastructure (such as paths, signage, or facilities) supporting the use or access of a trail between the related entities.
- 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_69eee9ba94bc8190b44c5d4397d04ecd |
completed | April 27, 2026, 4:44 a.m. |
| NER | Named-entity recognition | batch_69f7308a096081909d66a56f3c926806 |
completed | May 3, 2026, 11:24 a.m. |
| PD | Predicate disambiguation | batch_69f72a00c5f081908b6539d15baf4e12 |
completed | May 3, 2026, 10:57 a.m. |
Created at: April 27, 2026, 5:31 a.m.