Triple
T3658665
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Airline Deregulation Act |
E77595
|
entity |
| Predicate | containsProvision |
P1393
|
FINISHED |
| Object | Essential Air Service program |
E144707
|
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: Essential Air Service program | Statement: [Airline Deregulation Act, containsProvision, Essential Air Service program]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Essential Air Service program Context triple: [Airline Deregulation Act, containsProvision, Essential Air Service program]
-
A.
Essential Air Service
chosen
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.
-
B.
Airline Deregulation Act
The Airline Deregulation Act is a 1978 U.S. federal law that removed government control over airline fares, routes, and market entry, leading to increased competition and major restructuring of the airline industry.
-
C.
Aviall
Aviall is an aviation parts and services company that operates as a subsidiary of Boeing, supplying aftermarket aircraft components and logistics support to the aerospace industry.
-
D.
Freedom Flights
Freedom Flights were a major U.S.-organized airlift program from 1965 to 1973 that enabled hundreds of thousands of Cubans to leave Castro’s Cuba and resettle in the United States, profoundly shaping the Cuban American community.
-
E.
IATA Modern Airline Retailing program
The IATA Modern Airline Retailing program is an industry initiative that promotes a transition to customer-centric, offer- and order-based retailing in air travel, leveraging standards like ONE Order to simplify processes and enhance the passenger experience.
- 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_69ad85dfc4dc8190a441864202ab2a7a |
completed | March 8, 2026, 2:21 p.m. |
| NER | Named-entity recognition | batch_69adc3d48a2081908ac0f76d548a53ee |
completed | March 8, 2026, 6:45 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b48842b28881908c6a077cfaa8b092 |
completed | March 13, 2026, 9:57 p.m. |
Created at: March 8, 2026, 3:25 p.m.