Triple
T10413139
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | MSR |
E245444
|
entity |
| Predicate | airlineIATAcodeOfOperator |
P78299
|
FINISHED |
| Object | MS |
E245443
|
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: MS | Statement: [MSR, airlineIATAcodeOfOperator, MS]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: MS Context triple: [MSR, airlineIATAcodeOfOperator, MS]
-
A.
MS
MS is the official vehicle registration code used on license plates for the German city of Münster.
-
B.
MS
MS is the New York Stock Exchange ticker symbol for Morgan Stanley, a leading global investment bank and financial services firm.
-
C.
MS
MS is the two-letter ISO 3166 country code assigned to the British Overseas Territory of Montserrat in the Caribbean.
-
D.
MS
chosen
MS is the two-letter IATA airline designator assigned to EgyptAir, the flag carrier of Egypt.
-
E.
MS
MS is the station code for Chennai Egmore, one of the major railway terminals in Chennai, India.
- 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: airlineIATAcodeOfOperator Context triple: [MSR, airlineIATAcodeOfOperator, MS]
-
A.
operatingAirlineIATACode
chosen
Indicates the IATA airline code of the carrier that is actually operating the flight or air service.
-
B.
operatingAirlineICAOCode
Indicates the ICAO airline designator code of the airline that is actually operating the flight or service.
-
C.
airlineOperator
Indicates that one entity operates or manages airline services for another entity or in a specified context.
-
D.
aircraftOperator
Indicates that one entity operates, manages, or is responsible for the use of a particular aircraft.
-
E.
operatingAirlineCallsign
Indicates the radio callsign used by the airline that is actually operating the flight.
- 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_69d381be340c8190b05998703d42d224 |
completed | April 6, 2026, 9:49 a.m. |
| NER | Named-entity recognition | batch_69d4ea0e17f081908fb16425f65e5808 |
completed | April 7, 2026, 11:27 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d87e9b86648190b83eb5261c9a7b97 |
completed | April 10, 2026, 4:37 a.m. |
| PD | Predicate disambiguation | batch_69d4dfb6f160819090040644a12395ec |
completed | April 7, 2026, 10:43 a.m. |
Created at: April 6, 2026, 12:10 p.m.