Triple
T6448845
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Pacific Northwest aviation industry |
E139812
|
entity |
| Predicate | hasMajorCompany |
P588
|
FINISHED |
| Object |
Aviation Technical Services
Aviation Technical Services is a major U.S. aircraft maintenance, repair, and overhaul (MRO) provider based in the Pacific Northwest, serving commercial and military aviation customers.
|
E594101
|
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: Aviation Technical Services | Statement: [Pacific Northwest aviation industry, hasMajorCompany, Aviation Technical Services]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Aviation Technical Services Context triple: [Pacific Northwest aviation industry, hasMajorCompany, Aviation Technical Services]
-
A.
Aviation Systems
Aviation Systems is a division of L3Harris Technologies that focuses on advanced aerospace technologies, products, and services for civil and military aviation.
-
B.
Air Service
Air Service was the common nickname for the United States Army Air Service, the aerial warfare branch of the U.S. Army during and shortly after World War I.
-
C.
FAA technicians
FAA technicians are specialized personnel responsible for maintaining, troubleshooting, and ensuring the safe, continuous operation of the United States’ aviation infrastructure and air traffic control systems.
-
D.
Aviation Division
Aviation Division is the segment of Swire Pacific that oversees its airline and related aviation services businesses.
-
E.
Aviation Division
The Aviation Division is a governmental body in Pakistan responsible for formulating and implementing national civil aviation policies, regulating the aviation sector, and overseeing related agencies and infrastructure.
- 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: Aviation Technical Services Triple: [Pacific Northwest aviation industry, hasMajorCompany, Aviation Technical Services]
Generated description
Aviation Technical Services is a major U.S. aircraft maintenance, repair, and overhaul (MRO) provider based in the Pacific Northwest, serving commercial and military aviation customers.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Aviation Technical Services Target entity description: Aviation Technical Services is a major U.S. aircraft maintenance, repair, and overhaul (MRO) provider based in the Pacific Northwest, serving commercial and military aviation customers.
-
A.
Aviation Systems
Aviation Systems is a division of L3Harris Technologies that focuses on advanced aerospace technologies, products, and services for civil and military aviation.
-
B.
Air Service
Air Service was the common nickname for the United States Army Air Service, the aerial warfare branch of the U.S. Army during and shortly after World War I.
-
C.
FAA technicians
FAA technicians are specialized personnel responsible for maintaining, troubleshooting, and ensuring the safe, continuous operation of the United States’ aviation infrastructure and air traffic control systems.
-
D.
Aviation Division
Aviation Division is the segment of Swire Pacific that oversees its airline and related aviation services businesses.
-
E.
Aviation Division
The Aviation Division is a governmental body in Pakistan responsible for formulating and implementing national civil aviation policies, regulating the aviation sector, and overseeing related agencies and infrastructure.
- 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_69c008b301948190a35854e5284dc822 |
completed | March 22, 2026, 3:20 p.m. |
| NER | Named-entity recognition | batch_69c069b1a61c81908610264c098d25b0 |
completed | March 22, 2026, 10:14 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c64bcfc7388190877ad702ea44802d |
completed | March 27, 2026, 9:20 a.m. |
| NEDg | Description generation | batch_69c64c5e5e5c8190b24aea7e4114daa5 |
completed | March 27, 2026, 9:22 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69c64da81a0881908fc5716aeb0e47fa |
completed | March 27, 2026, 9:28 a.m. |
Created at: March 22, 2026, 4:47 p.m.