Triple
T4949401
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Airco |
E111131
|
entity |
| Predicate | fullName |
P16
|
FINISHED |
| Object |
Aircraft Manufacturing Company Limited
Aircraft Manufacturing Company Limited, commonly known as Airco, was a pioneering British aircraft manufacturer active during World War I.
|
E480551
|
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: Aircraft Manufacturing Company Limited | Statement: [Airco, fullName, Aircraft Manufacturing Company Limited]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Aircraft Manufacturing Company Limited Context triple: [Airco, fullName, Aircraft Manufacturing Company Limited]
-
A.
Travel Air Manufacturing Company
Travel Air Manufacturing Company was an American aircraft manufacturer of the 1920s known for producing popular biplanes and early airliners that helped advance commercial and sport aviation.
-
B.
Huff-Daland Aero Corporation
Huff-Daland Aero Corporation was an early American aircraft manufacturer best known for developing some of the first specialized crop-dusting airplanes in the 1920s.
-
C.
Civil Air Transport
Civil Air Transport was a post–World War II Chinese airline closely linked to U.S. intelligence operations that evolved into a key air transport asset for the CIA in Asia.
-
D.
Hawker Aircraft
Hawker Aircraft was a prominent British aircraft manufacturer best known for producing iconic military planes such as the Hawker Hurricane during the early to mid-20th century.
-
E.
Tasman Empire Airways Limited
Tasman Empire Airways Limited was the original international airline of New Zealand that later evolved into the modern carrier Air New Zealand.
- 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: Aircraft Manufacturing Company Limited Triple: [Airco, fullName, Aircraft Manufacturing Company Limited]
Generated description
Aircraft Manufacturing Company Limited, commonly known as Airco, was a pioneering British aircraft manufacturer active during World War I.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Aircraft Manufacturing Company Limited Target entity description: Aircraft Manufacturing Company Limited, commonly known as Airco, was a pioneering British aircraft manufacturer active during World War I.
-
A.
Travel Air Manufacturing Company
Travel Air Manufacturing Company was an American aircraft manufacturer of the 1920s known for producing popular biplanes and early airliners that helped advance commercial and sport aviation.
-
B.
Huff-Daland Aero Corporation
Huff-Daland Aero Corporation was an early American aircraft manufacturer best known for developing some of the first specialized crop-dusting airplanes in the 1920s.
-
C.
Civil Air Transport
Civil Air Transport was a post–World War II Chinese airline closely linked to U.S. intelligence operations that evolved into a key air transport asset for the CIA in Asia.
-
D.
Hawker Aircraft
Hawker Aircraft was a prominent British aircraft manufacturer best known for producing iconic military planes such as the Hawker Hurricane during the early to mid-20th century.
-
E.
Tasman Empire Airways Limited
Tasman Empire Airways Limited was the original international airline of New Zealand that later evolved into the modern carrier Air New Zealand.
- 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_69bd441721cc819085c7e33fe0876818 |
completed | March 20, 2026, 12:56 p.m. |
| NER | Named-entity recognition | batch_69bd7166bb6c8190a40775ac8bb723a8 |
completed | March 20, 2026, 4:10 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69be77ca47b481909de9b270f2a2a7af |
completed | March 21, 2026, 10:49 a.m. |
| NEDg | Description generation | batch_69be7885bf60819083f6546234c1c40c |
completed | March 21, 2026, 10:52 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69be78f8baf4819097393d670d217b63 |
completed | March 21, 2026, 10:54 a.m. |
Created at: March 20, 2026, 1:31 p.m.