Triple
T788545
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Air France |
E16857
|
entity |
| Predicate | sharesFrequentFlyerProgramWith |
P13481
|
FINISHED |
| Object | KLM |
E31984
|
NE FINISHED |
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: KLM | Statement: [Air France, sharesFrequentFlyerProgramWith, KLM]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: KLM Context triple: [Air France, sharesFrequentFlyerProgramWith, KLM]
-
A.
KLM
chosen
KLM is the flag carrier airline of the Netherlands and one of the world's oldest airlines still operating under its original name.
-
B.
KLM Cityhopper
KLM Cityhopper is a Dutch regional airline and subsidiary of KLM that operates short-haul flights across Europe, primarily feeding traffic into KLM’s main network.
-
C.
Transavia
Transavia is a Dutch low-cost airline operating scheduled and charter flights across Europe and North Africa.
-
D.
Brussels Airlines
Brussels Airlines is the flag carrier airline of Belgium, operating flights across Europe, Africa, and other regions as part of the Lufthansa Group.
-
E.
Martinair
Martinair is a Dutch airline based in the Netherlands that operates both cargo and charter passenger services, historically linked to KLM.
- 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: sharesFrequentFlyerProgramWith Context triple: [Air France, sharesFrequentFlyerProgramWith, KLM]
-
A.
associatedWithFrequentFlyerProgram
chosen
Indicates that an entity has a connection or involvement with a frequent flyer program, such as membership, participation, or affiliation.
-
B.
airlineAllianceMembership
Indicates that an airline is a member of a specific airline alliance.
-
C.
servesAirlineAlliance
Indicates that an airline operates flights on behalf of, or under the branding of, a specific airline alliance.
-
D.
associatedWithIATAAirlineCode
Indicates that an entity is linked to or identified by a specific IATA airline code.
-
E.
hasCodeShareOrInterline
Indicates that there exists a codeshare or interline agreement relationship between the referenced transportation services or carriers.
- F. None of above.
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_69a4936cb7448190914f5fe4b8d81607 |
completed | March 1, 2026, 7:28 p.m. |
| NER | Named-entity recognition | batch_69a4a782fe988190966b958673fe12bf |
completed | March 1, 2026, 8:54 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69a79286e8b88190887def813bc65d95 |
completed | March 4, 2026, 2:01 a.m. |
| PD | Predicate disambiguation | batch_69a4a50ef72c819084ffe9f31dbd0262 |
completed | March 1, 2026, 8:43 p.m. |
Created at: March 1, 2026, 7:38 p.m.