Triple
T3547826
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Brownsville, Texas |
E75038
|
entity |
| Predicate | hasTransportation |
P105
|
FINISHED |
| Object |
Brownsville South Padre Island International Airport
Brownsville South Padre Island International Airport is a public airport in Brownsville, Texas that serves as a regional gateway to South Padre Island and the surrounding Rio Grande Valley.
|
E367611
|
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: Brownsville South Padre Island International Airport | Statement: [Brownsville, Texas, hasTransportation, Brownsville South Padre Island International Airport]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Brownsville South Padre Island International Airport Context triple: [Brownsville, Texas, hasTransportation, Brownsville South Padre Island International Airport]
-
A.
McAllen International Airport
McAllen International Airport is a public airport in McAllen, Texas, providing commercial passenger and cargo air service to the Rio Grande Valley region near the U.S.–Mexico border.
-
B.
Corpus Christi International Airport
Corpus Christi International Airport is a public airport in Corpus Christi, Texas, serving as the primary commercial air gateway for the city and surrounding coastal region.
-
C.
Pensacola International Airport
Pensacola International Airport is a public airport serving as the primary commercial air gateway for the Pensacola metropolitan area in the Florida Panhandle.
-
D.
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.
-
E.
Northwest Florida Beaches International Airport
Northwest Florida Beaches International Airport is a commercial airport serving Panama City and the surrounding Florida Panhandle region, offering domestic flights and access to the Gulf Coast’s beach destinations.
- 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: Brownsville South Padre Island International Airport Triple: [Brownsville, Texas, hasTransportation, Brownsville South Padre Island International Airport]
Generated description
Brownsville South Padre Island International Airport is a public airport in Brownsville, Texas that serves as a regional gateway to South Padre Island and the surrounding Rio Grande Valley.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Brownsville South Padre Island International Airport Target entity description: Brownsville South Padre Island International Airport is a public airport in Brownsville, Texas that serves as a regional gateway to South Padre Island and the surrounding Rio Grande Valley.
-
A.
McAllen International Airport
McAllen International Airport is a public airport in McAllen, Texas, providing commercial passenger and cargo air service to the Rio Grande Valley region near the U.S.–Mexico border.
-
B.
Corpus Christi International Airport
Corpus Christi International Airport is a public airport in Corpus Christi, Texas, serving as the primary commercial air gateway for the city and surrounding coastal region.
-
C.
Pensacola International Airport
Pensacola International Airport is a public airport serving as the primary commercial air gateway for the Pensacola metropolitan area in the Florida Panhandle.
-
D.
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.
-
E.
Northwest Florida Beaches International Airport
Northwest Florida Beaches International Airport is a commercial airport serving Panama City and the surrounding Florida Panhandle region, offering domestic flights and access to the Gulf Coast’s beach destinations.
- 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_69ad85d33c6c819081d5ac1df13b5680 |
completed | March 8, 2026, 2:21 p.m. |
| NER | Named-entity recognition | batch_69adbfd0eb6081908f1380db4cfade87 |
completed | March 8, 2026, 6:28 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b38be582308190808274c8a530ce51 |
completed | March 13, 2026, 4 a.m. |
| NEDg | Description generation | batch_69b38c6dbfcc8190897d0c12e8ce4416 |
completed | March 13, 2026, 4:02 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69b38cf9d8188190adb91671d062a6f9 |
completed | March 13, 2026, 4:05 a.m. |
Created at: March 8, 2026, 3:20 p.m.