Triple
T22401470
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Malindo Air |
E553770
|
entity |
| Predicate | brandNameChange |
P62676
|
FINISHED |
| Object | Batik Air Malaysia |
—
|
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: Batik Air Malaysia | Statement: [Malindo Air, brandNameChange, Batik Air Malaysia]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Batik Air Malaysia Context triple: [Malindo Air, brandNameChange, Batik Air Malaysia]
-
A.
Batik Air
chosen
Batik Air is an Indonesian full-service airline operating domestic and regional flights as part of the Lion Air Group.
-
B.
Malindo Air
Malindo Air is a Malaysian hybrid full-service and low-cost airline that became the first operator of the Boeing 737 MAX 8.
-
C.
Kingfisher Airlines
Kingfisher Airlines was a now-defunct Indian private airline known for its full-service, premium offerings and high-profile financial collapse in the early 2010s.
-
D.
Belau Air
Belau Air is a small regional airline based in Palau that operates domestic and nearby international flights, primarily serving local island communities.
-
E.
AirAsia
AirAsia is a Malaysian low-cost airline known for its extensive network of domestic and international routes across Asia and beyond.
- 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: brandNameChange Context triple: [Malindo Air, brandNameChange, Batik Air Malaysia]
-
A.
brandRevivedBy
Indicates that a previously inactive, discontinued, or defunct brand has been brought back into use or reintroduced by a specific agent or entity.
-
B.
brandEvolution
Indicates how a brand’s identity, positioning, or attributes change and develop over time.
-
C.
announcedRebrandingAs
chosen
Indicates that one entity has publicly declared it will change its name, brand, or identity to that of another entity.
-
D.
rebrandingProgram
Indicates a program or initiative through which an entity changes or updates its brand identity, such as its name, logo, or overall image.
-
E.
formerBrand
Indicates that an entity was previously used or recognized as a brand for another entity but is no longer its current brand.
- 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_69e11e4da7048190b4387d422a9a0de5 |
completed | April 16, 2026, 5:37 p.m. |
| NER | Named-entity recognition | batch_69f158b4a96c8190838f5dda21c4d853 |
completed | April 29, 2026, 1:02 a.m. |
| PD | Predicate disambiguation | batch_69e8989495bc81909d2699fce5992e28 |
completed | April 22, 2026, 9:44 a.m. |
Created at: April 16, 2026, 8:46 p.m.