Triple
T19541872
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Piper Aircraft |
E488925
|
entity |
| Predicate | hasAircraftFamily |
P83140
|
FINISHED |
| Object | Piper Cub |
—
|
NE NERFINISHED |
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: Piper Cub | Statement: [Piper Aircraft, hasAircraftFamily, Piper Cub]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Piper Cub Context triple: [Piper Aircraft, hasAircraftFamily, Piper Cub]
-
A.
Piper J-3 Cub
chosen
The Piper J-3 Cub is a classic American light aircraft renowned for its simple design, excellent handling, and widespread use in flight training and general aviation since the late 1930s.
-
B.
Piper PA-18 Super Cub
The Piper PA-18 Super Cub is a classic American two-seat, high-wing light aircraft renowned for its short takeoff and landing (STOL) performance and widespread use in bush flying, training, and recreational aviation.
-
C.
Cessna 152
The Cessna 152 is a popular two-seat, single-engine light aircraft widely used around the world for pilot training and recreational flying.
-
D.
Cessna 150
The Cessna 150 is a popular two-seat, single-engine light aircraft widely used around the world for flight training and personal flying.
-
E.
Cessna 172
The Cessna 172 is a four-seat, single-engine, high-wing light aircraft widely used worldwide for flight training and personal aviation.
- 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: hasAircraftFamily Context triple: [Piper Aircraft, hasAircraftFamily, Piper Cub]
-
A.
aircraftFamilyIncludes
chosen
Indicates that a particular aircraft family encompasses or contains a given aircraft model or variant as a member of that family.
-
B.
currentAircraftFamily
Indicates the specific family or series of aircraft that an entity is currently associated with or operating.
-
C.
commonAircraftFamily
Indicates that two aircraft belong to the same aircraft family or series, sharing a common design lineage.
-
D.
notableAircraftFamily
Indicates that one entity is a well-known or historically significant family or series of aircraft associated with the other entity.
-
E.
appliesToAircraftFamily
Indicates that a rule, condition, or characteristic is relevant to, or valid for, an entire family or series of related aircraft models.
- F. None of above.
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_69d8e8db5b6c8190984b61f91981f575 |
completed | April 10, 2026, 12:11 p.m. |
| NER | Named-entity recognition | batch_69e6387442588190a2cdae60a6a940d6 |
completed | April 20, 2026, 2:30 p.m. |
| PD | Predicate disambiguation | batch_69e514c9c00481909b76bda67957e58b |
completed | April 19, 2026, 5:45 p.m. |
Created at: April 10, 2026, 1:41 p.m.