Triple
T4220282
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Air France Flight 4590 |
E94320
|
entity |
| Predicate | ICAOFlightNumber |
P45043
|
FINISHED |
| Object | AFR4590 |
E94319
|
NE FINISHED |
How this triple was built (2 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: AFR4590 | Statement: [Air France Flight 4590, ICAOFlightNumber, AFR4590]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: AFR4590 Context triple: [Air France Flight 4590, ICAOFlightNumber, AFR4590]
-
A.
AFR
AFR is the USAID Bureau for Africa, the division responsible for planning and managing U.S. development and humanitarian assistance programs across the African continent.
-
B.
AFR
chosen
AFR is the ICAO airline designator used to identify Air France flights in international aviation operations.
-
C.
A419
The A419 is a major road in England that links Swindon with Gloucester, serving as an important regional route in the southwest.
-
D.
A470
A470 is a major trunk road in Wales that runs from Cardiff in the south to Llandudno in the north, linking many of the country’s key towns and regions.
-
E.
N-45
N-45 is a national highway in Pakistan that serves as a key route connecting the Lowari Pass area with other regions of the country.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
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_69b3451997e08190851db4a9a588837d |
completed | March 12, 2026, 10:58 p.m. |
| NER | Named-entity recognition | batch_69b34e0c84548190b051d32d434cbf04 |
completed | March 12, 2026, 11:36 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b5963ffacc8190843b60ea1b224f91 |
completed | March 14, 2026, 5:09 p.m. |
Created at: March 12, 2026, 11:04 p.m.