Triple
T21839457
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | HANS |
E539214
|
entity |
| Predicate | partOfAirlineGroupViaOperator |
P26822
|
FINISHED |
| Object | Lufthansa Group |
—
|
NE NERFINISHED |
How this triple was built (3 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: Lufthansa Group | Statement: [HANS, partOfAirlineGroupViaOperator, Lufthansa Group]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Lufthansa Group Context triple: [HANS, partOfAirlineGroupViaOperator, Lufthansa Group]
-
A.
Lufthansa
chosen
Lufthansa is Germany’s largest airline and a major global carrier known for its extensive international network and role in shaping modern airline alliances.
-
B.
Deutsche Flugdienst GmbH
Deutsche Flugdienst GmbH was the original company name of the German leisure airline now known as Condor Airlines.
-
C.
International Airlines Group
International Airlines Group is a major multinational airline holding company based in Europe that owns several prominent carriers, including British Airways, Iberia, Vueling, and Aer Lingus.
-
D.
Lufthansa Cargo
Lufthansa Cargo is the air freight and logistics division of the Lufthansa Group, operating a global network for transporting cargo by air.
-
E.
S7 Airlines
S7 Airlines is a major Russian airline based in Novosibirsk that operates extensive domestic and international routes, particularly across Russia, Europe, and Asia.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: partOfAirlineGroupViaOperator Context triple: [HANS, partOfAirlineGroupViaOperator, Lufthansa Group]
-
A.
associatedAirlineGroup
chosen
Indicates a relationship where an airline is linked or belongs to a specific airline group or alliance.
-
B.
airlineOperator
Indicates that one entity operates or manages airline services for another entity or in a specified context.
-
C.
belongsToAirportOperator
Indicates that an airport or related facility is owned, managed, or operated by a specific airport operating organization.
-
D.
aircraftOperator
Indicates that one entity operates, manages, or is responsible for the use of a particular aircraft.
-
E.
servesAirlineAllianceViaPrimaryCarrier
Indicates that a service or operation is provided under or on behalf of a specific airline alliance through the alliance’s designated primary carrier.
- 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_69e0c475cda88190987d08f23caebdc1 |
completed | April 16, 2026, 11:13 a.m. |
| NER | Named-entity recognition | batch_69f0a7aaa4f081909e869d2e81b07b91 |
completed | April 28, 2026, 12:27 p.m. |
| PD | Predicate disambiguation | batch_69e6be8c14748190bdcc44a14d50bea4 |
completed | April 21, 2026, 12:02 a.m. |
Created at: April 16, 2026, 6:55 p.m.