Triple
T5447130
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Federal Aviation Reauthorization Acts |
E122275
|
entity |
| Predicate | fundedBy |
P67
|
FINISHED |
| Object |
Airport and Airway Trust Fund
The Airport and Airway Trust Fund is a U.S. federal fund that finances aviation infrastructure and operations, primarily through taxes on airline tickets, fuel, and cargo.
|
E520376
|
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: Airport and Airway Trust Fund | Statement: [Federal Aviation Reauthorization Acts, fundedBy, Airport and Airway Trust Fund]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Airport and Airway Trust Fund Context triple: [Federal Aviation Reauthorization Acts, fundedBy, Airport and Airway Trust Fund]
-
A.
Highway Trust Fund
The Highway Trust Fund is a U.S. federal transportation fund, primarily financed by fuel and related excise taxes, that supports the construction and maintenance of highways and mass transit systems.
-
B.
Essential Air Service
Essential Air Service is a U.S. federal program that subsidizes commercial air service to small and rural communities to ensure they maintain a minimum level of scheduled air connectivity.
-
C.
Civil Aeronautics Board
The Civil Aeronautics Board was a former U.S. federal agency responsible for regulating airline routes, fares, and accident investigations before its key functions were reassigned and it was ultimately dissolved.
-
D.
Federal Office of Civil Aviation
The Federal Office of Civil Aviation is Switzerland’s national aviation authority responsible for regulating and overseeing civil aviation safety, security, and infrastructure.
-
E.
National Air Transport
National Air Transport was an early U.S. airline of the 1920s that operated mail and passenger services and later became part of United Airlines.
- 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: Airport and Airway Trust Fund Triple: [Federal Aviation Reauthorization Acts, fundedBy, Airport and Airway Trust Fund]
Generated description
The Airport and Airway Trust Fund is a U.S. federal fund that finances aviation infrastructure and operations, primarily through taxes on airline tickets, fuel, and cargo.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Airport and Airway Trust Fund Target entity description: The Airport and Airway Trust Fund is a U.S. federal fund that finances aviation infrastructure and operations, primarily through taxes on airline tickets, fuel, and cargo.
-
A.
Highway Trust Fund
The Highway Trust Fund is a U.S. federal transportation fund, primarily financed by fuel and related excise taxes, that supports the construction and maintenance of highways and mass transit systems.
-
B.
Essential Air Service
Essential Air Service is a U.S. federal program that subsidizes commercial air service to small and rural communities to ensure they maintain a minimum level of scheduled air connectivity.
-
C.
Civil Aeronautics Board
The Civil Aeronautics Board was a former U.S. federal agency responsible for regulating airline routes, fares, and accident investigations before its key functions were reassigned and it was ultimately dissolved.
-
D.
Federal Office of Civil Aviation
The Federal Office of Civil Aviation is Switzerland’s national aviation authority responsible for regulating and overseeing civil aviation safety, security, and infrastructure.
-
E.
National Air Transport
National Air Transport was an early U.S. airline of the 1920s that operated mail and passenger services and later became part of United Airlines.
- 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_69bd4640f52c81909e653ec361f66d76 |
completed | March 20, 2026, 1:06 p.m. |
| NER | Named-entity recognition | batch_69bd91d0df348190b3de010c87cb6d5d |
completed | March 20, 2026, 6:28 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69bf4137ecf881908f3f036457b59281 |
completed | March 22, 2026, 1:09 a.m. |
| NEDg | Description generation | batch_69bf4207393c819089b4fc6691a2d076 |
completed | March 22, 2026, 1:12 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69bf427e2bd08190b7664922d26e16d2 |
completed | March 22, 2026, 1:14 a.m. |
Created at: March 20, 2026, 2:07 p.m.