Triple
T1125640
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Tucson |
E24712
|
entity |
| Predicate | transportationFacility |
P25244
|
FINISHED |
| Object |
Tucson International Airport
Tucson International Airport is a public airport serving as the primary commercial air gateway for Tucson and the surrounding southern Arizona region.
|
E149902
|
NE FINISHED |
How this triple was built (5 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: Tucson International Airport | Statement: [Tucson, transportationFacility, Tucson International Airport]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Tucson International Airport Context triple: [Tucson, transportationFacility, Tucson International Airport]
-
A.
Phoenix–Mesa Gateway Airport
Phoenix–Mesa Gateway Airport is a commercial and general aviation airport in the southeastern Phoenix metropolitan area that serves as a secondary air travel hub for the region.
-
B.
Santa Fe Regional Airport
Santa Fe Regional Airport is a public airport providing commercial and general aviation services to the city of Santa Fe and the surrounding region in northern New Mexico.
-
C.
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.
-
D.
Phoenix Sky Harbor International Airport
Phoenix Sky Harbor International Airport is a major commercial airport in Phoenix, Arizona, serving as a key air travel gateway for the southwestern United States.
-
E.
Albuquerque International Sunport
Albuquerque International Sunport is the primary commercial airport serving the Albuquerque metropolitan area and central New 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: Tucson International Airport Triple: [Tucson, transportationFacility, Tucson International Airport]
Generated description
Tucson International Airport is a public airport serving as the primary commercial air gateway for Tucson and the surrounding southern Arizona region.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Tucson International Airport Target entity description: Tucson International Airport is a public airport serving as the primary commercial air gateway for Tucson and the surrounding southern Arizona region.
-
A.
Phoenix–Mesa Gateway Airport
Phoenix–Mesa Gateway Airport is a commercial and general aviation airport in the southeastern Phoenix metropolitan area that serves as a secondary air travel hub for the region.
-
B.
Santa Fe Regional Airport
Santa Fe Regional Airport is a public airport providing commercial and general aviation services to the city of Santa Fe and the surrounding region in northern New Mexico.
-
C.
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.
-
D.
Phoenix Sky Harbor International Airport
Phoenix Sky Harbor International Airport is a major commercial airport in Phoenix, Arizona, serving as a key air travel gateway for the southwestern United States.
-
E.
Albuquerque International Sunport
Albuquerque International Sunport is the primary commercial airport serving the Albuquerque metropolitan area and central New Mexico.
- F. None of above. chosen
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: transportationFacility Context triple: [Tucson, transportationFacility, Tucson International Airport]
-
A.
transportHubType
Indicates the specific category or kind of transport hub associated with an entity (e.g., airport, train station, bus terminal).
-
B.
hasBusStation
Indicates that a place or area contains or is served by a bus station.
-
C.
interchangeStation
Indicates a station where passengers can transfer between different routes, lines, or modes of transportation.
-
D.
hasRailFacility
Indicates that an entity possesses or is served by a rail-related facility, such as a railway station, terminal, or yard.
-
E.
railroadTerminusFor
Indicates that one location serves as the end point or final station of a particular railroad line for another location.
- F. None of above. chosen
Provenance (7 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_69a4940712c88190aa244f3fc6070a65 |
completed | March 1, 2026, 7:31 p.m. |
| NER | Named-entity recognition | batch_69a4bc4bc21881909dcfe628f59f3e8c |
completed | March 1, 2026, 10:23 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69acbad845648190a3ee31506ac1a84c |
completed | March 7, 2026, 11:55 p.m. |
| NEDg | Description generation | batch_69acbb7f877081909fad30dac9254a34 |
completed | March 7, 2026, 11:57 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69acbbdbab04819087b42477acbbb5f4 |
completed | March 7, 2026, 11:59 p.m. |
| PD | Predicate disambiguation | batch_69a4bb4749ac8190b0fbddac2e9b2586 |
completed | March 1, 2026, 10:18 p.m. |
| PDg | Predicate description generation | batch_69a4bc47fce48190825d3a877251f789 |
completed | March 1, 2026, 10:23 p.m. |
Created at: March 1, 2026, 7:44 p.m.