Triple
T3817458
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Front Royal–Warren County Airport |
E84290
|
entity |
| Predicate | hasICAOCode |
P419
|
FINISHED |
| Object |
KFRR
KFRR is the ICAO airport code for Front Royal–Warren County Airport, a public-use airport serving the Front Royal area in Virginia, United States.
|
E390313
|
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: KFRR | Statement: [Front Royal–Warren County Airport, hasICAOCode, KFRR]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: KFRR Context triple: [Front Royal–Warren County Airport, hasICAOCode, KFRR]
-
A.
KFLL
KFLL is the ICAO airport code for Fort Lauderdale–Hollywood International Airport, a major commercial airport serving the Fort Lauderdale and greater South Florida region.
-
B.
FFRRO
FFRRO is a U.S. Environmental Protection Agency office that oversees the cleanup, restoration, and reuse of contaminated federal facilities such as military bases and government sites.
-
C.
KFU
KFU is a major Russian research and educational institution officially known as Kazan (Volga Region) Federal University.
-
D.
KFFO
KFFO is the ICAO airport code for Wright-Patterson Air Force Base, a major U.S. Air Force installation near Dayton, Ohio.
-
E.
FFR
FFR is the commonly used abbreviation for the French Rugby Federation, the governing body for rugby union in France.
- 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: KFRR Triple: [Front Royal–Warren County Airport, hasICAOCode, KFRR]
Generated description
KFRR is the ICAO airport code for Front Royal–Warren County Airport, a public-use airport serving the Front Royal area in Virginia, United States.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: KFRR Target entity description: KFRR is the ICAO airport code for Front Royal–Warren County Airport, a public-use airport serving the Front Royal area in Virginia, United States.
-
A.
KFLL
KFLL is the ICAO airport code for Fort Lauderdale–Hollywood International Airport, a major commercial airport serving the Fort Lauderdale and greater South Florida region.
-
B.
FFRRO
FFRRO is a U.S. Environmental Protection Agency office that oversees the cleanup, restoration, and reuse of contaminated federal facilities such as military bases and government sites.
-
C.
KFU
KFU is a major Russian research and educational institution officially known as Kazan (Volga Region) Federal University.
-
D.
KFFO
KFFO is the ICAO airport code for Wright-Patterson Air Force Base, a major U.S. Air Force installation near Dayton, Ohio.
-
E.
FFR
FFR is the commonly used abbreviation for the French Rugby Federation, the governing body for rugby union in France.
- 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_69aed931f5908190be2c07af66d4df25 |
completed | March 9, 2026, 2:29 p.m. |
| NER | Named-entity recognition | batch_69aee8e1852c8190b61c507a7128d4c6 |
completed | March 9, 2026, 3:36 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b4fb43e1d481909a5b52cae5686179 |
completed | March 14, 2026, 6:08 a.m. |
| NEDg | Description generation | batch_69b4fcec1cf48190aa0b128acb56c089 |
completed | March 14, 2026, 6:15 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69b4fd4d55248190bf4ef442a9991edf |
completed | March 14, 2026, 6:16 a.m. |
Created at: March 9, 2026, 3:17 p.m.