Triple
T13475472
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | MALAYSIAN THREE SEVEN ZERO |
E318238
|
entity |
| Predicate | operatingCarrierICAOCode |
P78300
|
FINISHED |
| Object | MAS |
E82362
|
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: MAS | Statement: [MALAYSIAN THREE SEVEN ZERO, operatingCarrierICAOCode, MAS]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: MAS Context triple: [MALAYSIAN THREE SEVEN ZERO, operatingCarrierICAOCode, MAS]
-
A.
MAS
MAS is the official Indian Railways station code for Chennai Central, one of the busiest and most important railway terminals in South India.
-
B.
MAS
chosen
MAS is the ICAO airline designator used to identify Malaysia Airlines in international aviation operations.
-
C.
MAS
MAS (Monetary Authority of Singapore) is Singapore’s central bank and integrated financial regulator, responsible for monetary policy, financial supervision, and the stability of the country’s financial system.
-
D.
MAS
MAS is a sports club based in Saint-Étienne, France, known for its participation in regional football competitions.
-
E.
MAS
MAS is a major contemporary museum in Antwerp, Belgium, known for its striking architecture and exhibitions on the city’s history, art, and global connections.
- 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: operatingCarrierICAOCode Context triple: [MALAYSIAN THREE SEVEN ZERO, operatingCarrierICAOCode, MAS]
-
A.
operatingAirlineICAOCode
chosen
Indicates the ICAO airline designator code of the airline that is actually operating the flight or service.
-
B.
operatingAirlineIATACode
Indicates the IATA airline code of the carrier that is actually operating the flight or air service.
-
C.
operatingAirlineCallsign
Indicates the radio callsign used by the airline that is actually operating the flight.
-
D.
associatedAirlineICAOCode
Indicates the ICAO airline code that is linked to or used by the given entity (such as a flight, route, or service).
-
E.
aircraftOperator
Indicates that one entity operates, manages, or is responsible for the use of a particular aircraft.
- 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_69d806b6bfec819089222715b2e86c8e |
completed | April 9, 2026, 8:06 p.m. |
| NER | Named-entity recognition | batch_69dbaf2551b48190a074fd256791742d |
completed | April 12, 2026, 2:41 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f7462f94988190a857fa8cd32cdd0a |
completed | May 3, 2026, 12:57 p.m. |
| PD | Predicate disambiguation | batch_69dbadfddefc81909ef7fde23b181b5c |
completed | April 12, 2026, 2:36 p.m. |
Created at: April 9, 2026, 9:42 p.m.