Triple
T5025277
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Piper Saratoga |
E112959
|
entity |
| Predicate | manufacturer |
P490
|
FINISHED |
| Object |
Piper Aircraft
Piper Aircraft is an American general aviation manufacturer best known for producing a wide range of popular light aircraft for personal, training, and business use.
|
E488925
|
NE FINISHED |
How this triple was built (4 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 Aircraft | Statement: [Piper Saratoga, manufacturer, Piper Aircraft]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Piper Aircraft Context triple: [Piper Saratoga, manufacturer, Piper Aircraft]
-
A.
Fairchild Aircraft
Fairchild Aircraft was an American aerospace company known for producing military and civilian aircraft, including notable transport and trainer planes throughout the mid-20th century.
-
B.
Stinson Aircraft Corporation
Stinson Aircraft Corporation was an American aircraft manufacturer founded by aviator Eddie Stinson, known for producing popular light and commercial aircraft in the 1920s and 1930s.
-
C.
Folland Aircraft
Folland Aircraft was a British aircraft manufacturer best known for producing light fighter and trainer aircraft in the post-World War II era.
-
D.
Beechcraft
Beechcraft is an American aircraft manufacturer known for producing a wide range of civil and military airplanes, including popular training, business, and utility aircraft.
-
E.
Republic Aviation
Republic Aviation was a major American aircraft manufacturer best known for producing World War II fighter planes such as the P-47 Thunderbolt.
- F. None of above. chosen
- G. Unsure - the case is ambiguous/there is not enough information to decide.
NEDg
Description generation
gpt-5.1
Instruction
Generate a one-sentence description of the target entity. You are given a context triple in the form (subject, predicate, object), where the object is the target entity. # Instructions Use the triple to infer relevant information about the entity. Describe the entity based on what is most defining, well-known. Avoid repeating the information from the triple, unless really essential. # Response Format Return only the sentence: "Description: [one-sentence description of the target entity]"
Input
Entity: Piper Aircraft Triple: [Piper Saratoga, manufacturer, Piper Aircraft]
Generated description
Piper Aircraft is an American general aviation manufacturer best known for producing a wide range of popular light aircraft for personal, training, and business use.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Piper Aircraft Target entity description: Piper Aircraft is an American general aviation manufacturer best known for producing a wide range of popular light aircraft for personal, training, and business use.
-
A.
Fairchild Aircraft
Fairchild Aircraft was an American aerospace company known for producing military and civilian aircraft, including notable transport and trainer planes throughout the mid-20th century.
-
B.
Stinson Aircraft Corporation
Stinson Aircraft Corporation was an American aircraft manufacturer founded by aviator Eddie Stinson, known for producing popular light and commercial aircraft in the 1920s and 1930s.
-
C.
Folland Aircraft
Folland Aircraft was a British aircraft manufacturer best known for producing light fighter and trainer aircraft in the post-World War II era.
-
D.
Beechcraft
Beechcraft is an American aircraft manufacturer known for producing a wide range of civil and military airplanes, including popular training, business, and utility aircraft.
-
E.
Republic Aviation
Republic Aviation was a major American aircraft manufacturer best known for producing World War II fighter planes such as the P-47 Thunderbolt.
- F. None of above. chosen
Provenance (5 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. |
| NEDg | Description generation | batch_69be9dfae0688190a1b6112adfce72d9 |
completed | March 21, 2026, 1:32 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69be9e902e3881909f2662cf8f086cd9 |
completed | March 21, 2026, 1:35 p.m. |
Created at: March 20, 2026, 1:36 p.m.