Triple
T4535955
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Texarkana, Texas |
E107408
|
entity |
| Predicate | hasAirport |
P105
|
FINISHED |
| Object |
Texarkana Regional Airport
Texarkana Regional Airport is a public airport serving the Texarkana metropolitan area in Texas and Arkansas, providing commercial passenger flights and general aviation services.
|
E450300
|
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: Texarkana Regional Airport | Statement: [Texarkana, Texas, hasAirport, Texarkana Regional Airport]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Texarkana Regional Airport Context triple: [Texarkana, Texas, hasAirport, Texarkana Regional Airport]
-
A.
North Texas Regional Airport
North Texas Regional Airport is a public airport in North Texas that serves the Denison–Sherman area with general aviation and regional air services.
-
B.
Waco Regional Airport
Waco Regional Airport is a public airport serving commercial and general aviation needs for the city of Waco and the surrounding Central Texas region.
-
C.
Abilene Regional Airport
Abilene Regional Airport is a public airport providing commercial and general aviation services to the city of Abilene and the surrounding region in Texas.
-
D.
Fort Worth Alliance Airport
Fort Worth Alliance Airport is a major public airport in the Dallas–Fort Worth region primarily focused on cargo operations, aviation-related industry, and corporate aviation rather than commercial passenger service.
-
E.
Fort Worth Meacham International Airport
Fort Worth Meacham International Airport is a public airport in Fort Worth, Texas, primarily serving general aviation and corporate traffic within the Dallas–Fort Worth region.
- 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: Texarkana Regional Airport Triple: [Texarkana, Texas, hasAirport, Texarkana Regional Airport]
Generated description
Texarkana Regional Airport is a public airport serving the Texarkana metropolitan area in Texas and Arkansas, providing commercial passenger flights and general aviation services.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Texarkana Regional Airport Target entity description: Texarkana Regional Airport is a public airport serving the Texarkana metropolitan area in Texas and Arkansas, providing commercial passenger flights and general aviation services.
-
A.
North Texas Regional Airport
North Texas Regional Airport is a public airport in North Texas that serves the Denison–Sherman area with general aviation and regional air services.
-
B.
Waco Regional Airport
Waco Regional Airport is a public airport serving commercial and general aviation needs for the city of Waco and the surrounding Central Texas region.
-
C.
Abilene Regional Airport
Abilene Regional Airport is a public airport providing commercial and general aviation services to the city of Abilene and the surrounding region in Texas.
-
D.
Fort Worth Alliance Airport
Fort Worth Alliance Airport is a major public airport in the Dallas–Fort Worth region primarily focused on cargo operations, aviation-related industry, and corporate aviation rather than commercial passenger service.
-
E.
Fort Worth Meacham International Airport
Fort Worth Meacham International Airport is a public airport in Fort Worth, Texas, primarily serving general aviation and corporate traffic within the Dallas–Fort Worth region.
- 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_69bd43f922788190b7edfa294e39b178 |
completed | March 20, 2026, 12:56 p.m. |
| NER | Named-entity recognition | batch_69bd57b634b08190845d04213cf8d5b9 |
completed | March 20, 2026, 2:20 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69bdacf5858081909d38cad86d4014f2 |
completed | March 20, 2026, 8:24 p.m. |
| NEDg | Description generation | batch_69bdad97c9e0819093849c81fb2a3d8c |
completed | March 20, 2026, 8:27 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69bdae2dd51081909a24017a4b983f70 |
completed | March 20, 2026, 8:29 p.m. |
Created at: March 20, 2026, 1:04 p.m.