Triple
T10134491
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Harlingen, Texas |
E226821
|
entity |
| Predicate | hasAirport |
P105
|
FINISHED |
| Object |
Valley International Airport
Valley International Airport is a public airport serving as the primary commercial air gateway for Harlingen and the surrounding Rio Grande Valley region of South Texas.
|
E847006
|
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: Valley International Airport | Statement: [Harlingen, Texas, hasAirport, Valley International Airport]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Valley International Airport Context triple: [Harlingen, Texas, hasAirport, Valley International Airport]
-
A.
Palmer Municipal Airport
Palmer Municipal Airport is a public-use airport serving the city of Palmer and the surrounding Matanuska-Susitna Valley region in Alaska.
-
B.
Vance Brand Airport
Vance Brand Airport is a public general aviation airport serving the city of Longmont, Colorado.
-
C.
Lee C. Fine Memorial Airport
Lee C. Fine Memorial Airport is a public airport serving general aviation traffic for the Lake of the Ozarks region in central Missouri.
-
D.
Gerlach–Empire Airport
Gerlach–Empire Airport is a small public-use airfield in northwestern Nevada that primarily serves the remote communities of Gerlach and Empire near the Black Rock Desert.
-
E.
Ralph Wien Memorial Airport
Ralph Wien Memorial Airport is a public airport serving the remote Arctic community of Kotzebue, Alaska, providing vital passenger, cargo, and regional transportation links.
- 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: Valley International Airport Triple: [Harlingen, Texas, hasAirport, Valley International Airport]
Generated description
Valley International Airport is a public airport serving as the primary commercial air gateway for Harlingen and the surrounding Rio Grande Valley region of South Texas.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Valley International Airport Target entity description: Valley International Airport is a public airport serving as the primary commercial air gateway for Harlingen and the surrounding Rio Grande Valley region of South Texas.
-
A.
Palmer Municipal Airport
Palmer Municipal Airport is a public-use airport serving the city of Palmer and the surrounding Matanuska-Susitna Valley region in Alaska.
-
B.
Vance Brand Airport
Vance Brand Airport is a public general aviation airport serving the city of Longmont, Colorado.
-
C.
Lee C. Fine Memorial Airport
Lee C. Fine Memorial Airport is a public airport serving general aviation traffic for the Lake of the Ozarks region in central Missouri.
-
D.
Gerlach–Empire Airport
Gerlach–Empire Airport is a small public-use airfield in northwestern Nevada that primarily serves the remote communities of Gerlach and Empire near the Black Rock Desert.
-
E.
Ralph Wien Memorial Airport
Ralph Wien Memorial Airport is a public airport serving the remote Arctic community of Kotzebue, Alaska, providing vital passenger, cargo, and regional transportation links.
- 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_69ca8433ec308190b8b25a6fe359c34c |
completed | March 30, 2026, 2:09 p.m. |
| NER | Named-entity recognition | batch_69cde87e1f908190a53865420f2b8f93 |
completed | April 2, 2026, 3:54 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d317552b6081909a2e82e554a8f96e |
completed | April 6, 2026, 2:15 a.m. |
| NEDg | Description generation | batch_69d3183a8410819094e81fe9f43717b2 |
completed | April 6, 2026, 2:19 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69d318adfcb081909a3567f5327765ab |
completed | April 6, 2026, 2:21 a.m. |
Created at: March 30, 2026, 9:06 p.m.