Triple
T84694
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Grand Rapids, Michigan |
E1703
|
entity |
| Predicate | hasAirport |
P105
|
FINISHED |
| Object |
Gerald R. Ford International Airport
Gerald R. Ford International Airport is the primary commercial airport serving the Grand Rapids metropolitan area and western Michigan.
|
E34963
|
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: Gerald R. Ford International Airport | Statement: [Grand Rapids, Michigan, hasAirport, Gerald R. Ford International Airport]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Gerald R. Ford International Airport Context triple: [Grand Rapids, Michigan, hasAirport, Gerald R. Ford International Airport]
-
A.
John Wayne Airport
John Wayne Airport is a commercial and general aviation airport serving Orange County and the greater Southern California region, located in Santa Ana, California.
-
B.
San Diego International Airport
San Diego International Airport is a major commercial airport serving the San Diego metropolitan area and the surrounding Southern California region.
-
C.
Midway International Airport
Midway International Airport is a major commercial airport on Chicago’s southwest side that serves as a key hub for domestic flights in the United States.
-
D.
Sacramento International Airport
Sacramento International Airport is a primary commercial airport serving the Sacramento metropolitan area and the broader Northern California region.
-
E.
Hollywood Burbank Airport
Hollywood Burbank Airport is a regional airport in the Los Angeles area that serves as an alternative to Los Angeles International Airport, offering domestic flights and convenient access to Hollywood and the San Fernando Valley.
- 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: Gerald R. Ford International Airport Triple: [Grand Rapids, Michigan, hasAirport, Gerald R. Ford International Airport]
Generated description
Gerald R. Ford International Airport is the primary commercial airport serving the Grand Rapids metropolitan area and western Michigan.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Gerald R. Ford International Airport Target entity description: Gerald R. Ford International Airport is the primary commercial airport serving the Grand Rapids metropolitan area and western Michigan.
-
A.
John Wayne Airport
John Wayne Airport is a commercial and general aviation airport serving Orange County and the greater Southern California region, located in Santa Ana, California.
-
B.
San Diego International Airport
San Diego International Airport is a major commercial airport serving the San Diego metropolitan area and the surrounding Southern California region.
-
C.
Midway International Airport
Midway International Airport is a major commercial airport on Chicago’s southwest side that serves as a key hub for domestic flights in the United States.
-
D.
Sacramento International Airport
Sacramento International Airport is a primary commercial airport serving the Sacramento metropolitan area and the broader Northern California region.
-
E.
Hollywood Burbank Airport
Hollywood Burbank Airport is a regional airport in the Los Angeles area that serves as an alternative to Los Angeles International Airport, offering domestic flights and convenient access to Hollywood and the San Fernando Valley.
- 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_69a24c8150408190910a693eb51c1f71 |
completed | Feb. 28, 2026, 2:01 a.m. |
| NER | Named-entity recognition | batch_69a24f4e73c081908d2da146226ef05e |
completed | Feb. 28, 2026, 2:13 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69a38b87ff148190b289118d1a513c2d |
completed | March 1, 2026, 12:42 a.m. |
| NEDg | Description generation | batch_69a38befd2948190bfd4b340400ea5b4 |
completed | March 1, 2026, 12:44 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69a38d10782c8190beead28963b003ab |
completed | March 1, 2026, 12:49 a.m. |
Created at: Feb. 28, 2026, 2:06 a.m.