Triple
T1232516
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Central Mexico |
E26473
|
entity |
| Predicate | transportHub |
P726
|
FINISHED |
| Object |
Toluca International Airport
Toluca International Airport is a commercial and cargo airport serving the Toluca and greater Mexico City metropolitan area in central Mexico.
|
E213661
|
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: Toluca International Airport | Statement: [Central Mexico, transportHub, Toluca International Airport]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Toluca International Airport Context triple: [Central Mexico, transportHub, Toluca International Airport]
-
A.
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.
-
B.
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.
-
C.
Mexico City International Airport
Mexico City International Airport is the primary international gateway to Mexico’s capital and one of the busiest airports in Latin America, serving as a major hub for both domestic and international flights.
-
D.
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.
-
E.
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.
- 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: Toluca International Airport Triple: [Central Mexico, transportHub, Toluca International Airport]
Generated description
Toluca International Airport is a commercial and cargo airport serving the Toluca and greater Mexico City metropolitan area in central Mexico.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Toluca International Airport Target entity description: Toluca International Airport is a commercial and cargo airport serving the Toluca and greater Mexico City metropolitan area in central Mexico.
-
A.
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.
-
B.
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.
-
C.
Mexico City International Airport
Mexico City International Airport is the primary international gateway to Mexico’s capital and one of the busiest airports in Latin America, serving as a major hub for both domestic and international flights.
-
D.
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.
-
E.
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.
- 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_69adeab57c8c81908b1dbdaf7ba4b29b |
completed | March 8, 2026, 9:31 p.m. |
| NEDg | Description generation | batch_69adeccddc788190be7ddb822f1b5d67 |
completed | March 8, 2026, 9:40 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69aded53100081909239afdc676e45ab |
completed | March 8, 2026, 9:42 p.m. |
Created at: March 1, 2026, 7:47 p.m.