Triple
T8732309
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Advanced Tactical Fighter program |
E207285
|
entity |
| Predicate | aircraftDevelopedUnderProgram |
P31176
|
FINISHED |
| Object | YF-22 |
E41244
|
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: YF-22 | Statement: [Advanced Tactical Fighter program, aircraftDevelopedUnderProgram, YF-22]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: YF-22 Context triple: [Advanced Tactical Fighter program, aircraftDevelopedUnderProgram, YF-22]
-
A.
YF-23 Black Widow II
The YF-23 Black Widow II was an experimental stealth fighter prototype developed by Northrop/McDonnell Douglas for the U.S. Air Force’s Advanced Tactical Fighter program, competing against what became the F-22 Raptor.
-
B.
F-22 Raptor
chosen
The F-22 Raptor is a U.S. fifth-generation stealth air superiority fighter jet known for its advanced avionics, supercruise capability, and exceptional maneuverability.
-
C.
Northrop F-20 Tigershark
The Northrop F-20 Tigershark was a lightweight, single-engine supersonic fighter aircraft developed in the 1980s as an advanced, export-oriented evolution of the F-5, featuring modern avionics and improved performance but never entering mass production.
-
D.
Lockheed F-117 Nighthawk
The Lockheed F-117 Nighthawk is a pioneering American stealth attack aircraft designed for radar-evading precision strikes, famously used by the U.S. Air Force from the 1980s through the early 2000s.
-
E.
F-16 Fighting Falcon
The F-16 Fighting Falcon is a highly maneuverable, multirole jet fighter widely used by air forces around the world for both air-to-air combat and ground-attack missions.
- 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: aircraftDevelopedUnderProgram Context triple: [Advanced Tactical Fighter program, aircraftDevelopedUnderProgram, YF-22]
-
A.
developedAircraft
chosen
Indicates that an entity (such as a person or organization) was responsible for designing, creating, or engineering a particular aircraft.
-
B.
successorAircraftProgram
Indicates that one aircraft program directly follows and replaces another as its successor in development or service.
-
C.
appliedToAircraftDesignedBy
Indicates that something (such as a component, system, or regulation) is applied to an aircraft that was designed by a specified designer or organization.
-
D.
appliedToAircraftBuiltBy
Indicates that something (such as a regulation, modification, or action) is applied specifically to aircraft that were built by a particular manufacturer or builder.
-
E.
aircraftConfigurationProduced
Indicates that a specific aircraft configuration has been manufactured or produced.
- 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_69ca8358e4008190898471a59b96c301 |
completed | March 30, 2026, 2:06 p.m. |
| NER | Named-entity recognition | batch_69cc5d2903b08190a5ef29b6d6ca5f1c |
completed | March 31, 2026, 11:47 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69cfdb7875448190a2478cbb623c31e6 |
completed | April 3, 2026, 3:23 p.m. |
| PD | Predicate disambiguation | batch_69cc457322b481908712a9630a17b954 |
completed | March 31, 2026, 10:06 p.m. |
Created at: March 30, 2026, 6:37 p.m.