Triple
T21119076
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Airport and Airway Trust Fund |
E520376
|
entity |
| Predicate | beneficiary |
P487
|
FINISHED |
| Object | Airport Improvement Program |
—
|
NE NERFINISHED |
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: Airport Improvement Program | Statement: [Airport and Airway Trust Fund, beneficiary, Airport Improvement Program]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Airport Improvement Program Context triple: [Airport and Airway Trust Fund, beneficiary, Airport Improvement Program]
-
A.
Airport Improvement Program
chosen
The Airport Improvement Program is a U.S. federal grant program that funds the planning and development of public-use airports to enhance safety, capacity, security, and environmental compatibility.
-
B.
Federal-Aid Airport Program
The Federal-Aid Airport Program was a U.S. government initiative that provided federal funding for the development and improvement of public airports before being superseded by later aviation grant programs.
-
C.
Airport Core Programme
The Airport Core Programme was a major infrastructure initiative in Hong Kong in the 1990s that developed the new international airport at Chek Lap Kok along with extensive supporting transport and urban facilities.
-
D.
LAX modernization program
The LAX modernization program is a comprehensive, multi-year initiative to upgrade and expand Los Angeles International Airport’s terminals, transportation systems, and passenger facilities to improve capacity, efficiency, and traveler experience.
-
E.
O'Hare modernization programs
O'Hare modernization programs are large-scale infrastructure initiatives aimed at expanding and upgrading Chicago O'Hare International Airport’s runways, terminals, and facilities to increase capacity, reduce delays, and improve overall efficiency.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (2 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_69e0b50a623881909c0bbaf4f2c055e7 |
completed | April 16, 2026, 10:08 a.m. |
| NER | Named-entity recognition | batch_69e7223176c48190bfbaea41c2209a15 |
completed | April 21, 2026, 7:07 a.m. |
Created at: April 16, 2026, 2:55 p.m.