Triple
T9972741
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Frontier Group Holdings, Inc. |
E196247
|
entity |
| Predicate | callsignAirlineOwned |
P89103
|
FINISHED |
| Object | FRONTIER FLIGHT |
E196245
|
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: FRONTIER FLIGHT | Statement: [Frontier Group Holdings, Inc., callsignAirlineOwned, FRONTIER FLIGHT]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: FRONTIER FLIGHT Context triple: [Frontier Group Holdings, Inc., callsignAirlineOwned, FRONTIER FLIGHT]
-
A.
FRONTIER FLIGHT
chosen
FRONTIER FLIGHT is the air traffic control callsign used by Frontier Airlines for its commercial flights.
-
B.
Bright Flight
Bright Flight is a 2001 indie rock album by Silver Jews, noted for David Berman’s stark, country-tinged songwriting and melancholic, literate lyrics.
-
C.
Barnstorm
Barnstorm is a 1972 rock album by Joe Walsh’s band of the same name, known for its blend of hard rock and atmospheric, experimental sounds.
-
D.
Border Flight
Border Flight is a 1936 American aviation drama film starring Frances Farmer, centered on the perilous lives and missions of U.S. Coast Guard pilots.
-
E.
Cities in Flight
Cities in Flight is a science fiction series by James Blish that follows entire cities roaming the galaxy using anti-gravity technology over vast spans of future history.
- 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: callsignAirlineOwned Context triple: [Frontier Group Holdings, Inc., callsignAirlineOwned, FRONTIER FLIGHT]
-
A.
callsignForIATACode
Indicates that a particular airline callsign is associated with a given IATA airline code.
-
B.
hasCallSignOwner
chosen
Indicates that a particular call sign is owned or assigned to a specific entity.
-
C.
operatingAirlineCallsign
Indicates the radio callsign used by the airline that is actually operating the flight.
-
D.
callsign
Indicates that an entity is assigned or uses a specific radio or identification callsign as its designated identifier in communication contexts.
-
E.
aircraftRegistration
Indicates that an aircraft is assigned a specific official registration identifier or code.
- 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_69ca82eea2b88190a0e511d21a31f386 |
completed | March 30, 2026, 2:04 p.m. |
| NER | Named-entity recognition | batch_69cdb7bb03688190a3f4fc1988b8fafa |
completed | April 2, 2026, 12:26 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d23dd3e47c819095fef68b9939ec19 |
completed | April 5, 2026, 10:47 a.m. |
| PD | Predicate disambiguation | batch_69cd1d9daa808190b413a1b9a1e929e2 |
completed | April 1, 2026, 1:29 p.m. |
Created at: March 30, 2026, 8:48 p.m.