Triple
T14219688
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Stephens County |
E352455
|
entity |
| Predicate | hasAirport |
P105
|
FINISHED |
| Object |
Toccoa-Stephens County Airport
Toccoa-Stephens County Airport is a public general aviation airport serving the city of Toccoa and the surrounding area in Stephens County, Georgia.
|
E1087799
|
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: Toccoa-Stephens County Airport | Statement: [Stephens County, hasAirport, Toccoa-Stephens County Airport]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Toccoa-Stephens County Airport Context triple: [Stephens County, hasAirport, Toccoa-Stephens County Airport]
-
A.
Griffin-Spalding County Airport
Griffin-Spalding County Airport is a public general aviation airport serving the city of Griffin and surrounding Spalding County in Georgia, United States.
-
B.
Newnan–Coweta County Airport
Newnan–Coweta County Airport is a public general aviation airport serving the city of Newnan and the surrounding Coweta County area in Georgia, United States.
-
C.
Aiken Regional Airport
Aiken Regional Airport is a public airport serving general aviation needs for the Aiken County area in western South Carolina.
-
D.
Donalsonville Municipal Airport
Donalsonville Municipal Airport is a public-use general aviation airport serving the city of Donalsonville and surrounding areas in Seminole County, Georgia.
-
E.
Cherokee County Regional Airport
Cherokee County Regional Airport is a public general aviation airport serving Cherokee County and the surrounding northwestern metropolitan Atlanta area in Georgia.
- 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: Toccoa-Stephens County Airport Triple: [Stephens County, hasAirport, Toccoa-Stephens County Airport]
Generated description
Toccoa-Stephens County Airport is a public general aviation airport serving the city of Toccoa and the surrounding area in Stephens County, Georgia.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Toccoa-Stephens County Airport Target entity description: Toccoa-Stephens County Airport is a public general aviation airport serving the city of Toccoa and the surrounding area in Stephens County, Georgia.
-
A.
Griffin-Spalding County Airport
Griffin-Spalding County Airport is a public general aviation airport serving the city of Griffin and surrounding Spalding County in Georgia, United States.
-
B.
Newnan–Coweta County Airport
Newnan–Coweta County Airport is a public general aviation airport serving the city of Newnan and the surrounding Coweta County area in Georgia, United States.
-
C.
Aiken Regional Airport
Aiken Regional Airport is a public airport serving general aviation needs for the Aiken County area in western South Carolina.
-
D.
Donalsonville Municipal Airport
Donalsonville Municipal Airport is a public-use general aviation airport serving the city of Donalsonville and surrounding areas in Seminole County, Georgia.
-
E.
Cherokee County Regional Airport
Cherokee County Regional Airport is a public general aviation airport serving Cherokee County and the surrounding northwestern metropolitan Atlanta area in Georgia.
- 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_69d8278a06e481908b5d6af0a8afe737 |
completed | April 9, 2026, 10:26 p.m. |
| NER | Named-entity recognition | batch_69de621258d4819085f358cd2cf109e4 |
completed | April 14, 2026, 3:49 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69fd28121a288190975d5852f9a503d4 |
completed | May 8, 2026, 12:02 a.m. |
| NEDg | Description generation | batch_69fd29d254608190a9f0b8e5623451aa |
completed | May 8, 2026, 12:09 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69fd2aa5bf3c8190bb62ce780d417b7d |
completed | May 8, 2026, 12:13 a.m. |
Created at: April 10, 2026, 1:06 a.m.