Triple
T15244822
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Airport Improvement Program |
E364351
|
entity |
| Predicate | replaced |
P101
|
FINISHED |
| Object |
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government initiative that provided federal funding for the development and improvement of public airports before being superseded by later aviation grant programs.
|
E1145560
|
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: Federal-Aid Airport Program | Statement: [Airport Improvement Program, replaced, Federal-Aid Airport Program]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Federal-Aid Airport Program Context triple: [Airport Improvement Program, replaced, Federal-Aid Airport Program]
-
A.
Millard Airport facilities
Millard Airport facilities comprise the general aviation infrastructure and services at Omaha’s Millard Airport, managed as part of the city’s public airport system.
-
B.
Banning Municipal Airport
Banning Municipal Airport is a small public airport serving general aviation needs for the city of Banning in Riverside County, California.
-
C.
Perry-Foley Airport
Perry-Foley Airport is a public airport serving the city of Perry and surrounding areas in Taylor County, Florida.
-
D.
Pilot Metropolitan
The Pilot Metropolitan is a popular, entry-level Japanese fountain pen known for its smooth writing performance, solid build quality, and excellent value for the price.
-
E.
Glenn L. Martin State Airport
Glenn L. Martin State Airport is a public airport in Middle River, Maryland, serving general aviation and military operations for the Baltimore area.
- 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: Federal-Aid Airport Program Triple: [Airport Improvement Program, replaced, Federal-Aid Airport Program]
Generated description
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.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Federal-Aid Airport Program Target entity description: 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.
-
A.
Millard Airport facilities
Millard Airport facilities comprise the general aviation infrastructure and services at Omaha’s Millard Airport, managed as part of the city’s public airport system.
-
B.
Banning Municipal Airport
Banning Municipal Airport is a small public airport serving general aviation needs for the city of Banning in Riverside County, California.
-
C.
Perry-Foley Airport
Perry-Foley Airport is a public airport serving the city of Perry and surrounding areas in Taylor County, Florida.
-
D.
Pilot Metropolitan
The Pilot Metropolitan is a popular, entry-level Japanese fountain pen known for its smooth writing performance, solid build quality, and excellent value for the price.
-
E.
Glenn L. Martin State Airport
Glenn L. Martin State Airport is a public airport in Middle River, Maryland, serving general aviation and military operations for the Baltimore area.
- 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_69d85a0dde7481908fc64d1e82d5d20d |
completed | April 10, 2026, 2:01 a.m. |
| NER | Named-entity recognition | batch_69e007f306f08190be448b215d6c9b6c |
completed | April 15, 2026, 9:49 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69fedd461cf08190a506aac2f0cec83a |
completed | May 9, 2026, 7:07 a.m. |
| NEDg | Description generation | batch_69fedf6ee3f081909553078cd3e9d243 |
completed | May 9, 2026, 7:17 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69fee0016a088190ad87268e035f677e |
completed | May 9, 2026, 7:19 a.m. |
Created at: April 10, 2026, 3:13 a.m.