Triple
T5025291
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Piper Saratoga |
E112959
|
entity |
| Predicate | aircraftFamily |
P1524
|
FINISHED |
| Object | Piper PA‑32 series |
E487166
|
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: Piper PA‑32 series | Statement: [Piper Saratoga, aircraftFamily, Piper PA‑32 series]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Piper PA‑32 series Context triple: [Piper Saratoga, aircraftFamily, Piper PA‑32 series]
-
A.
Piper PA‑32 Cherokee Six
chosen
The Piper PA‑32 Cherokee Six is a family of single-engine, six-seat light aircraft known for their spacious cabins, strong load-carrying capability, and popularity in personal, charter, and utility flying.
-
B.
Cessna 402
The Cessna 402 is a twin-engine light aircraft commonly used for regional commuter, air taxi, and cargo operations due to its reliability and ability to serve short-haul routes.
-
C.
Piper Cherokee Arrow
The Piper Cherokee Arrow is a popular American single-engine, four-seat light aircraft known for its retractable landing gear and use in general aviation training and personal flying.
-
D.
Beechcraft King Air
The Beechcraft King Air is a family of twin-turboprop utility aircraft widely used around the world for military, government, and civilian transport, training, and special-mission roles.
-
E.
Beechcraft Musketeer
The Beechcraft Musketeer is a family of light, single-engine, low-wing general aviation aircraft used primarily for flight training and personal transportation.
- 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_69bd4435c2f48190be593158cbfcf8a3 |
completed | March 20, 2026, 12:57 p.m. |
| NER | Named-entity recognition | batch_69bd736a0f8c819091d06275954329e9 |
completed | March 20, 2026, 4:18 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69be9c60de2c81908208f93a4bd0ce55 |
completed | March 21, 2026, 1:25 p.m. |
Created at: March 20, 2026, 1:36 p.m.