Triple
T6862399
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | MEL |
E158312
|
entity |
| Predicate | icaoCodeOfAirport |
P419
|
FINISHED |
| Object | YMML |
E158313
|
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: YMML | Statement: [MEL, icaoCodeOfAirport, YMML]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: YMML Context triple: [MEL, icaoCodeOfAirport, YMML]
-
A.
YMML
chosen
YMML is the ICAO airport code for Melbourne Airport, the primary international gateway serving Melbourne, Australia.
-
B.
YWLM
YWLM is the ICAO airport code for Newcastle Airport in New South Wales, Australia.
-
C.
YHM
YHM is the IATA airport code for John C. Munro Hamilton International Airport, a regional passenger and cargo airport serving the Hamilton, Ontario area in Canada.
-
D.
YMCMB
YMCMB (Young Money Cash Money Billionaires) is a hip-hop collective and brand associated with the Young Money and Cash Money record labels, known for artists like Lil Wayne, Drake, and Nicki Minaj.
-
E.
CYHM
CYHM is the ICAO airport code for John C. Munro Hamilton International Airport in Hamilton, Ontario, Canada.
- 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: icaoCodeOfAirport Context triple: [MEL, icaoCodeOfAirport, YMML]
-
A.
airportCodeFAA
Indicates that an airport is identified by a specific FAA (Federal Aviation Administration) airport code.
-
B.
ICAOcode
chosen
Indicates that an entity is identified by a specific four-letter airport or aerodrome code assigned by the International Civil Aviation Organization (ICAO).
-
C.
IATAcode
Indicates the three-letter IATA airport or airline code assigned to the entity.
-
D.
airportIATAAssociated
Indicates that an airport is associated with a specific IATA (International Air Transport Association) code.
-
E.
hasAirportCodeCity
Indicates that a city is associated with a specific airport code (such as an IATA or ICAO code) that identifies its airport.
- 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_69c68830cdbc8190a8301c7a9d9f651a |
completed | March 27, 2026, 1:37 p.m. |
| NER | Named-entity recognition | batch_69c6da3ce95081909a424ac04bc7fa07 |
completed | March 27, 2026, 7:27 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c72fed3e788190b2b68fc93173f73e |
completed | March 28, 2026, 1:33 a.m. |
| PD | Predicate disambiguation | batch_69c6d7b168908190b2f7c724b1bc7fc9 |
completed | March 27, 2026, 7:17 p.m. |
Created at: March 27, 2026, 2:21 p.m.