Triple
T1232515
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Central Mexico |
E26473
|
entity |
| Predicate | transportHub |
P726
|
FINISHED |
| Object |
Querétaro International Airport
Querétaro International Airport is a growing commercial and cargo airport serving the city of Querétaro and the surrounding region in central Mexico.
|
E210460
|
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: Querétaro International Airport | Statement: [Central Mexico, transportHub, Querétaro International Airport]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Querétaro International Airport Context triple: [Central Mexico, transportHub, Querétaro International Airport]
-
A.
Guanajuato International Airport
Guanajuato International Airport is a major commercial airport in central Mexico serving the León–Guanajuato metropolitan area with domestic and international flights.
-
B.
Puebla International Airport
Puebla International Airport is a commercial airport serving the city and state of Puebla in central Mexico, handling domestic and limited international flights.
-
C.
Miguel Hidalgo y Costilla Guadalajara International Airport
Miguel Hidalgo y Costilla Guadalajara International Airport is the main international air hub serving the Guadalajara metropolitan area in the state of Jalisco, Mexico.
-
D.
General Mariano Escobedo International Airport
General Mariano Escobedo International Airport is the main international airport serving the Monterrey metropolitan area in northeastern Mexico and a major hub for domestic and regional flights.
-
E.
Felipe Ángeles International Airport
Felipe Ángeles International Airport is a major commercial airport serving the Mexico City metropolitan area, developed as an alternative hub to ease congestion at Mexico City International Airport.
- 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: Querétaro International Airport Triple: [Central Mexico, transportHub, Querétaro International Airport]
Generated description
Querétaro International Airport is a growing commercial and cargo airport serving the city of Querétaro and the surrounding region in central Mexico.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Querétaro International Airport Target entity description: Querétaro International Airport is a growing commercial and cargo airport serving the city of Querétaro and the surrounding region in central Mexico.
-
A.
Guanajuato International Airport
Guanajuato International Airport is a major commercial airport in central Mexico serving the León–Guanajuato metropolitan area with domestic and international flights.
-
B.
Puebla International Airport
Puebla International Airport is a commercial airport serving the city and state of Puebla in central Mexico, handling domestic and limited international flights.
-
C.
Miguel Hidalgo y Costilla Guadalajara International Airport
Miguel Hidalgo y Costilla Guadalajara International Airport is the main international air hub serving the Guadalajara metropolitan area in the state of Jalisco, Mexico.
-
D.
General Mariano Escobedo International Airport
General Mariano Escobedo International Airport is the main international airport serving the Monterrey metropolitan area in northeastern Mexico and a major hub for domestic and regional flights.
-
E.
Felipe Ángeles International Airport
Felipe Ángeles International Airport is a major commercial airport serving the Mexico City metropolitan area, developed as an alternative hub to ease congestion at Mexico City International Airport.
- 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_69a4948571c88190a9191e451e6035fd |
completed | March 1, 2026, 7:33 p.m. |
| NER | Named-entity recognition | batch_69a4be5b40208190b115a6a344402caf |
completed | March 1, 2026, 10:31 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69addf1c0e948190a903b58c802d44c2 |
completed | March 8, 2026, 8:42 p.m. |
| NEDg | Description generation | batch_69addfb3860481908ff4eebfa3d06fa7 |
completed | March 8, 2026, 8:44 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69ade027072481909b707bbfc47da4de |
completed | March 8, 2026, 8:46 p.m. |
Created at: March 1, 2026, 7:47 p.m.