Triple
T2688351
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | McAllen, Texas |
E57537
|
entity |
| Predicate | airport |
P1065
|
FINISHED |
| Object |
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.
|
E287625
|
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: McAllen International Airport | Statement: [McAllen, Texas, airport, McAllen International Airport]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: McAllen International Airport Context triple: [McAllen, Texas, airport, McAllen International Airport]
-
A.
San Antonio International Airport
San Antonio International Airport is a major commercial airport serving the San Antonio metropolitan area in Texas, providing domestic and limited international flights.
-
B.
El Paso International Airport
El Paso International Airport is a public airport serving as the primary commercial air gateway for the El Paso, Texas metropolitan area and surrounding 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 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.
Austin-Bergstrom International Airport
Austin-Bergstrom International Airport is the primary commercial airport serving the Austin, Texas metropolitan area, offering domestic and limited international flights.
- 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: McAllen International Airport Triple: [McAllen, Texas, airport, McAllen International Airport]
Generated description
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.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: McAllen International Airport Target entity description: 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.
-
A.
San Antonio International Airport
San Antonio International Airport is a major commercial airport serving the San Antonio metropolitan area in Texas, providing domestic and limited international flights.
-
B.
El Paso International Airport
El Paso International Airport is a public airport serving as the primary commercial air gateway for the El Paso, Texas metropolitan area and surrounding 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 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.
Austin-Bergstrom International Airport
Austin-Bergstrom International Airport is the primary commercial airport serving the Austin, Texas metropolitan area, offering domestic and limited international flights.
- 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_69ab4a5028388190a36f3baf1588309e |
completed | March 6, 2026, 9:42 p.m. |
| NER | Named-entity recognition | batch_69abd9f1ba3081909a349a2f30f8f9c9 |
completed | March 7, 2026, 7:55 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69afa0741bc48190adffe6cfae831e26 |
completed | March 10, 2026, 4:39 a.m. |
| NEDg | Description generation | batch_69afa13a81bc819091463e6589e72361 |
completed | March 10, 2026, 4:42 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69afa1ab8da8819090af3ed60b417040 |
completed | March 10, 2026, 4:44 a.m. |
Created at: March 6, 2026, 9:54 p.m.